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Inspiration
Our journey began from a place of personal struggle, often encountering the bottleneck of validating numerous business ideas brewing in our minds. The scenario of scribbling down a groundbreaking startup idea in Apple notes is all too familiar, followed by the tedious chore of toggling between tabs to resea... | ## Inspiration
There is a lot of E-waste in the world. So instead of buying a new Bluetooth speaker for $50, we spent $250+ on parts to repurpose an old pair of earbuds to build our own.
## How we built it
We used the Bluetooth module from the earbuds and amplified the signal using a breadboard circuit.
## Challeng... | ## Inspiration
When learning new languages, it can be hard to find people and situations to properly practice, let alone finding the motivation to continue. As a group of second-generation immigrants who have taken both English and French classes, language is an embedded part of our identity. With Harbour, we sought t... | losing |
## Inspiration
We were inspired by the fact that **diversity in disability is often overlooked** - individuals who are hard-of-hearing or deaf and use **American Sign Language** do not have many tools that support them in learning their language. Because of the visual nature of ASL, it's difficult to translate between... | ## Inspiration
In school, we were given the offer to take a dual enrollment class called Sign Language. A whole class for the subject can be quite time consuming for most children including adults. If people are interested in learning ASL, they either watch Youtube videos which are not interactive or spend HUNDREDS of... | ## Inspiration
Over 70 million people around the world use sign language as their native form of communication. 70 million voices who were unable to be fully recognized in today’s society. This disparity inspired our team to develop a program that will allow for real-time translation of sign language into a text displ... | partial |
## Inspiration
**Problem**: It's a HUGE HASSLE to keep rewinding a video (using your hands) when learning. e.g. learning songs on the guitar, dance moves, cooking, etc. :(
**The Dream**: There should be a hands-free way to rewind videos, someone save us!
## What it does
Achieves the dream of **using your voice to n... | ## Inspiration
In a world in which we all have the ability to put on a VR headset and see places we've never seen, search for questions in the back of our mind on Google and see knowledge we have never seen before, and send and receive photos we've never seen before, we wanted to provide a way for the visually impaire... | ## Inspiration
Aviation and global shipping accounts for roughly 1.14 billion tons of CO2 emissions with over 4.56 billion global passengers in 2018 alone [1]. With many experts believing that the number could triple by 2050, there is a clear need for a more climate-friendly mode of aviation. While much work is being ... | partial |
## Why Make CTFort?
Recently I had the chance to participate in the [BSides Ottawa CTF](https://shorten.ninja/bsides) While I had a great time, I noticed a few issues; mainly the fact that the facebook CTF platform doesn't offer the ab... | ## Inspiration
Picture this, I was all ready to go to Yale and just hack away. I wanted to hack without any worry. I wanted to come home after hacking and feel that I had accomplished a functional app that I could see people using. I was not sure if I wanted to team up with anyone, but I signed up to be placed on a UM... | ## What it does
flarg.io is an Augmented Reality platform that allows you to play games and physical activities with your friends from across the world. The relative positions of each person will be recorded and displayed on a single augmented reality plane, so that you can interact with your friends as if they were i... | losing |
# cloud-copy
Cloud Copy is a novel solution to clipboard management. It allows you to copy something on one device, and paste it directly into another, seamlessly.
Cloud Copy differentiates itself from other clipboard applications by not depending on Chrome, or any browser you use. Versatile across all platforms, con... | ## Inspiration
We wanted to make investing more community based, accessible, and beneficial to society.
## What it does
Allows people to trade stocks by democratic voting, and donate their capital gains to charity.
## How I built it
We used React Native to build our app, and we used Expo to manage how we view, tes... | ## Inspiration
Save plate is an app that focuses on narrowing the equity differences in society.It is made with the passion to solve the SDG goals such as zero hunger, Improving life on land, sustainable cities and communities and responsible consumption and production.
## What it does
It helps give a platform to fo... | losing |
# Sharemuters
Web application built on NodeJS that uses the Mojio api to get user data. Finds other people that have similar trips as you so you can carpool with them and share the gas money!
Uses CockroachDB for storing user data.
## Built at nwhacks2017
### Sustainable Future
Reaching a sustainable future requir... | ## Inspiration
We were inspired to create our detector by a desire to gain understanding of red team tactics and testing methodologies.
## What it does
The detector looks for running processes that match the names of known sniffing software, captures the information, and creates a hit on the security dashboard provi... | ## Inspiration
The issue of traffic is one that affects all. We found ourselves frustrated with how the problem of traffic is continually getting worse with urbanization and how their is no solution in site. We wanted to tackle this issue in a way that benefits not just the individual but societies as a whole.
## Wha... | partial |
## Inspiration
According to the United State's Department of Health and Human Services, 55% of the elderly are non-compliant with their prescription drug orders, meaning they don't take their medication according to the doctor's instructions, where 30% are hospital readmissions. Although there are many reasons why sen... | ## Inspiration
Hi! I am a creator of Snapill. Recently, I had to undergo wisdom tooth surgery. The surgery wasn't that bad at all, however, I was prescribed around 5 different medications, from Tylenol to NSAIDs to Steroids. It was hard to keep track of all these medications, and as a result, I ended up going through ... | ## Inspiration
Our journey with CareLink started at a healthcare workshop, coupled with a personal story close to our hearts. The workshop highlighted the fragmented nature of continuity in care, often leaving patients under-supported. Additionally, a team member's personal experience with their grandmother's terminal... | partial |
# The Ultimate Water Heater
February 2018
## Authors
This is the TreeHacks 2018 project created by Amarinder Chahal and Matthew Chan.
## About
Drawing inspiration from a diverse set of real-world information, we designed a system with the goal of efficiently utilizing only electricity to heat and pre-heat water as... | ## Inspiration 🔥
While on the way to CalHacks, we drove past a fire in Oakland Hills that had started just a few hours prior, meters away from I-580. Over the weekend, the fire quickly spread and ended up burning an area of 15 acres, damaging 2 homes and prompting 500 households to evacuate. This served as a harsh re... | ## Inspiration
Our inspiration for this project is that we, like many people, enjoy taking long showers. However, this is bad for the environment and it wastes water as well. This app is a way for us and other people to monitor their water usage effectively and take steps to conserve water, especially in the face of w... | winning |
## Inspiration
According to WebAim, in 2021, the top 1 million websites had an average of 51.4 accessibility errors on the homepage alone (<https://webaim.org/projects/million/>). After learning about the lack of website accessibility, we wanted to find a solution for improving the user experience for disabled individ... | ## Inspiration
Ever join a project only to be overwhelmed by all of the open tickets? Not sure which tasks you should take on to increase the teams overall productivity? As students, we know the struggle. We also know that this does not end when school ends and in many different work environments you may encounter the... | ## Inspiration
As we all know the world has come to a halt in the last couple of years. Our motive behind this project was to help people come out of their shells and express themselves. Connecting various people around the world and making them feel that they are not the only ones fighting this battle was our main ob... | partial |
## Inspiration
We came up with the idea of Budget Bites when we faced the challenge of affording groceries and restaurants in the city, as well as the issue of food waste and environmental impact. We wanted to make a web app that would help people find the best deals on food and groceries that are close to expiry or o... | ## Inspiration
Let's be honest here, who **doesn't** go to hackathons for the free snacks and swag. Obviously everyone does. Snack should be accessible, in fact, Google makes sure that **no one** should be more than 200 feet away from food. Then why do hackers need to climb multiple floors and wait for snack trolleys ... | # imHungry
## Inspiration
As Berkeley students we are always prioritizing our work over our health! Students often don't have as much time to go buy food. Why not pick a food for other students while buying your own food and make a quick buck? Or perhaps, place an order with a student who was already planning to head... | losing |
## Inspiration
At Carb0, we're committed to empowering individuals to take control of their carbon footprint and contribute to a more sustainable future. Our inspiration comes from the fact that 72% of CO2 emissions could be reduced by changes in consumer behavior, yet many companies lack the motivation to conduct ESG... | ```
var bae = require('love.js')
```
## Inspiration
It's a hackathon. It's Valentine's Day. Why not.
## What it does
Find the compatibility of two users based on their Github handles and code composition. Simply type the two handles into the given text boxes and see the compatibility of your stacks.
## How I buil... | ## Inspiration
As a team, we had a collective interest in sustainability and knew that if we could focus on online consumerism, we would have much greater potential to influence sustainable purchases. We also were inspired by Honey -- we wanted to create something that is easily accessible across many websites, with r... | partial |
## Inspiration
In recent times, we have witnessed undescribable tragedy occur during the war in Ukraine. The way of life of many citizens has been forever changed. In particular, the attacks on civilian structures have left cities covered in debris and people searching for their missing loved ones. As a team of engine... | ## Inspiration
We as a team shared the same interest in knowing more about Machine Learning and its applications. upon looking at the challenges available, we were immediately drawn to the innovation factory and their challenges, and thought of potential projects revolving around that category. We started brainstormin... | Long-distance is challenging for any relationship, whether romantic, platonic, or familial.
* 32.5% of college relationships are long-distance relationships (LDRs)
* Nearly Three-Quarters (72%) of Americans Feel Lonely.
The lack of physical presence often leads to feelings of disconnect and loneliness. Current solutio... | winning |
## Inspiration
Over one-fourth of Canadians during their lifetimes will have to deal with water damage in their homes. This is an issue that causes many Canadians overwhelming stress from the sheer economical and residential implications.
As an effort to assist and solve these very core issues, we have designed a sol... | Track: Social Good
[Disaster Relief]
[Best Data Visualization Hack]
[Best Social Impact Hack]
[Best Hack for Building Community]
## Inspiration
Do you ever worry about what is in your water? While some of us live in the luxury of getting clean water for granted, some of us do not. In Flint, MI, another main water pi... | ## Inspiration
The whole ideas was to not only a device a task management system for maintainence of Fannie Mae's properties but to exercise creativity device an interface that will help Fannie Mae make loss minimizing decisions.
## What it does
I learned from Fannie Mae's engineers that one of their biggest problem... | winning |
#### Inspiration
The Division of Sleep Medicine at Harvard Medical School stated that 250,000 drivers fall asleep at the wheel every day in the United States. CDC.gov claims the states has 6,000 fatal per year due to these drowsy drivers. We members of the LifeLine team understand the situation; in no way are we goin... | ## Inspiration
One of the biggest roadblocks during disaster relief is reestablishing the first line of communication between community members and emergency response personnel. Whether it is the aftermath of a hurricane devastating a community or searching for individuals in the backcountry, communication is the key ... | ## Inspiration
**1/5 of traffic accidents are caused by drowsiness**. The National Highway Traffic Safety Administration estimates that between 56,000 and 100,000 crashes are the direct consequence of drowsiness resulting in more than 1500 fatalities and 71,000 injuries annually. All four of us are united by having ex... | winning |
## Inspiration ⛹️♂️
Regularly courts are getting many cases and currently, it is becoming challenging to prioritize those cases. There are about 73,000 cases pending before the Supreme Court and about 44 million in all the courts of India. Cases that have been in the courts for more than 30 years, as of January 2021.... | ## Inspiration
Data analytics can be **extremely** time-consuming. We strove to create a tool utilizing modern AI technology to generate analysis such as trend recognition on user-uploaded datasets.The inspiration behind our product stemmed from the growing complexity and volume of data in today's digital age. As busi... | ## Our Inspiration
We all know how frustrating slow wifi is. When making a major decision such as buying a home, having accurate information about network speed can make all the difference. More subtle variations in network strength also have huge impacts in our increasingly internet driven world. Weak, inconsistent c... | partial |
## Inspiration
As a team, we had a collective interest in sustainability and knew that if we could focus on online consumerism, we would have much greater potential to influence sustainable purchases. We also were inspired by Honey -- we wanted to create something that is easily accessible across many websites, with r... | ## Inspiration
We admired the convenience Honey provides for finding coupon codes. We wanted to apply the same concept except towards making more sustainable purchases online.
## What it does
Recommends sustainable and local business alternatives when shopping online.
## How we built it
Front-end was built with Re... | ## Inspiration
It's more important than ever for folks to inform themselves on how to reduce waste production, and the information isn't always as easy to find as it could be. With GreenShare, a variety of information on how to reduce, reuse and recycle any product is just a click away.
## What it does
Allows you to... | winning |
## Inspiration
Rizzmo was heavily inspired by our dissatisfaction for Gizmo's poor-quality science simulations.
## What it does
Rizzmo is low-poly exploration game of a thriving coral reef region. Learn about the coral reef ecosystem by exploring around in a submarine and clicking on a various marine life for their ... | ## Inspiration
When attending crowded lectures or tutorials, it's fairly difficult to discern content from other ambient noise. What if a streamlined pipeline existed to isolate and amplify vocal audio while transcribing text from audio, and providing general context in the form of images? Is there any way to use this... | Innovation’s mindset is to build on existing technology, improving efficiency and fool-proofing everything around us. The problem is that this mindset believes in unlimited growth. This is the root of the environmental crisis. We are consuming earth’s resources at a rate that could make us the last generation to apprec... | partial |
## Inspiration
To any financial institution, the most valuable asset to increase revenue, remain competitive and drive innovation, is aggregated **market** and **client** **data**. However, a lot of data and information is left behind due to lack of *structure*.
So we asked ourselves, *what is a source of unstructure... | ## Inspiration
My father put me in charge of his finances and in contact with his advisor, a young, enterprising financial consultant eager to make large returns. That might sound pretty good, but to someone financially conservative like my father doesn't really want that kind of risk in this stage of his life. The op... | >
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## Inspiration
Software engineering and development have always been subject to change over the years. With new tools, frameworks, and languages being announced every year, it can be challenging for new developers or students to keep up with the new trends the technological in... | winning |
## Inspiration
Every year hundreds of thousands of preventable deaths occur due to the lack of first aid knowledge in our societies. Many lives could be saved if the right people are in the right places at the right times. We aim towards connecting people by giving them the opportunity to help each other in times of m... | ## Inspiration
We wanted to do something fun and exciting, nothing too serious. Slang is a vital component to thrive in today's society. Ever seen Travis Scott go like, "My dawg would prolly do it for a Louis belt", even most menials are not familiar with this slang. Therefore, we are leveraging the power of today's m... | ## Inspiration
We were interested in disaster relief for those impacted by Hurricances like Dorian and Maria for people that don't know what areas are affected and for first responders that don't know what infrastructure works are damaged and can't deliver appropriate resources in time.
## What it does
This website ... | winning |
# Inspiration
We’ve all been in a situation where collaborators’ strengths all lie in different areas, and finding “the perfect” team to work with is more difficult than expected. We wanted to make something that could help us find people with similar strengths without painstakingly scouring dozens of github accounts.... | ## Inspiration
We wanted to be able to connect with mentors. There are very few opportunities to do that outside of LinkedIn where many of the mentors are in a foreign field to our interests'.
## What it does
A networking website that connects mentors with mentees. It uses a weighted matching algorithm based on ment... | ## Inspiration
As we were brainstorming ideas that we felt we could grow and expand upon we came to a common consensus. Finding a roommate for residence. We all found the previous program was very unappealing and difficult, during our first year we heard so many roommate horror stories. We felt providing a more modern... | partial |
## Inspiration
This project was inspired by the countless hours that went into trying to decide on a place to eat.
## What it does
Using the Yelp Fusion API, our app provides a restaurant suggestion based on the top 20 restaurants nearby. The user should rate any restaurants on the list that they have been to, and i... | # Our Project: SlurSensor
Assembly AI's SlurSensor is a detection system for harmful speeches in online video games. Using AssemblyAI’s Audio Intelligence APIs, we can distinguish players who display verbally abusive behaviors in the video game community. Data extracted is plotted to have a track of the possible abusi... | ## What it does
InternetVane is an IOT wind/weather vane. Set and calibrate the InternetVane and the arrow will point in the real-time direction of the wind at your location.
First, the arrow is calibrated to the direction of the magnetometer. Then, the GRPS Shield works with twilio and google maps geo location api to... | losing |
## Inspiration
You haven't seen your friends in real life for a long, long time. Now that COVID restrictions are loosening, you decide that it's a perfect time for the squad to hang out again. You don't care where you'll all be meeting up; you just want a chance to speak with them in-person. Let whereyouapp decide whe... | ## 💡 Inspiration:
The inspiration behind our Post-Secondary Admission Website was to help high school students transition to post-secondary education smoothly.
We understand the challenges and anxiety that come with the process of applying to post-secondary schools, and we wanted to create a platform to guide and sup... | ## Inspiration
We thought it would be nice if, for example, while working in the Computer Science building, you could send out a little post asking for help from people around you.
Also, it would also enable greater interconnectivity between people at an event without needing to subscribe to anything.
## What it doe... | losing |
## Inspiration
We are students at Minerva University which uses innovative curriculum and learning methods. Online forum classes is how we learn, they require active participation. While on the classes, we might doze off or forget about something discussed, which diminishes our grades. We always wanted a live, automat... | ## Inspiration
In this age of big tech companies and data privacy scares, it's more important than ever to make sure your data is safe. There have been many applications made to replicate existing products with the added benefit of data privacy, but one type of data that has yet to be decentralized is job application ... | ## Inspiration
Imagine you're sitting in your favorite coffee shop and a unicorn startup idea pops into your head. You open your laptop and choose from a myriad selection of productivity tools to jot your idea down. It’s so fresh in your brain, you don’t want to waste any time so, fervently you type, thinking of your ... | partial |
# 🤖🖌️ [VizArt Computer Vision Drawing Platform](https://vizart.tech)
Create and share your artwork with the world using VizArt - a simple yet powerful air drawing platform.
## 💫 Inspiration
>
> "... | # QThrive
Web-based chatbot to facilitate journalling and self-care. Built for QHacks 2017 @ Queen's University. | ## Inspiration
Millions of people around the world are either blind, or partially sighted. For those who's vision is impaired, but not lost, there are tools that can help them see better. By increasing contrast and detecting lines in an image, some people might be able to see clearer.
## What it does
We developed an... | winning |
## Reimagining Patient Education and Treatment Delivery through Gamification
Imagine walking into a doctors office to find out you’ve been diagnosed with a chronic illness. All of a sudden, you have a slew of diverse healthcare appointments, ongoing medication or lifestyle adjustments, lots of education about the cond... | ### Inspiration
Like many students, we face uncertainty and difficulty when searching for positions in the field of computer science. Our goal is to create a way to tailor your resume to each job posting to increase your odds of an interview or position.
Our aim is to empower individuals by creating a tool that seamle... | ## Inspiration
My inspiring was really just my daily life. I use apps like my fitness pal and libre link to keep track of all these things but I feel like it doesn't paint the whole picture for someone with my condition. I'm really making this app for people like myself who have a challenging time dealing with diabete... | partial |
## Realm Inspiration
Our inspiration stemmed from our fascination in the growing fields of AR and virtual worlds, from full-body tracking to 3D-visualization. We were interested in realizing ideas in this space, specifically with sensor detecting movements and seamlessly integrating 3D gestures. We felt that the prime... | ## Inspiration
We were inspired to build Schmart after researching pain points within Grocery Shopping. We realized how difficult it is to stick your health goals or have a reduced environmental impact while grocery shopping. Inspired by innovative technlogy that exists, we wanted to create an app which would convenie... | ## Inspiration 💡
Our inspiration for this project was to leverage new AI technologies such as text to image, text generation and natural language processing to enhance the education space. We wanted to harness the power of machine learning to inspire creativity and improve the way students learn and interact with edu... | winning |
## Inspiration
Fall lab and design bay cleanout leads to some pretty interesting things being put out at the free tables. In this case, we were drawn in by a motorized Audi Spyder car. And then, we saw the Neurosity Crown headsets, and an idea was born. A single late night call among team members, excited about the po... | ## Inspiration
We realized how visually-impaired people find it difficult to perceive the objects coming near to them, or when they are either out on road, or when they are inside a building. They encounter potholes and stairs and things get really hard for them. We decided to tackle the issue of accessibility to supp... | ## Inspiration
Self driving cars are often in the news, being cited as an impressive new innovation and the future of transportation. Our team recognized the value of this automation in many sectors other than the main roads that we frequently drive in. Automated vehicles could also be used on a smaller scale, in ware... | winning |
## Inspiration
While thinking about the state of travelling today, our team has been really saddened to see the effect that COVID has had on areas that depend on tourism revenue to survive.
For this Makeathon, we wanted to build something that might help struggling venues and businesses that benefit from travel return... | ## Inspiration
Very boring classes.
## What it does
Gives you a transcript and summary of what's going on in class real-time.
## How we built it
Integrated GPT-3 with OpenAI whisper.
## Challenges we ran into
First time using HTML. Proud we got that working
## Accomplishments that we're proud of
That we got it... | ## Inspiration
As students with busy lives, it's difficult to remember to water your plants especially when you're constantly thinking about more important matters. So as solution we thought it would be best to have an app that centralizes, monitors, and notifies users on the health of your plants.
## What it does
T... | losing |
## Inspiration
Professor Michelle McAllister, formerly at Northeastern University, provided notes styled in such a manner. These "incomplete" notes were filled out by students during her lectures. A team member was her student and, having done very well in her class, wanted to create similarly-styled notes for other c... | ## KEEP YOUR PHONE CLOSE, AND YOUR FRIENDS CLOSER
DRIFT is a web app designed for college students and young adults who want to party safely. With a need for 21st-century solutions to common dangers associated with parties, like alcohol overdose and sexual assault, Drift presents young adults with an effective way to ... | ## Inspiration
To students, notes are an academic gold standard. Many work tirelessly to create immaculate lecture transcriptions and course study guides - but not everyone writes in a style that is accessible to everyone else, making the task of sharing notes sometimes fruitless. Moreover, board notes are often messy... | partial |
## Inspiration
On our way to PennApps, our team was hungrily waiting in line at Shake Shack while trying to think of the best hack idea to bring. Unfortunately, rather than being able to sit comfortably and pull out our laptops to research, we were forced to stand in a long line to reach the cashier, only to be handed... | ## The problem it solves :
During these tough times when humanity is struggling to survive, **it is essential to maintain social distancing and proper hygiene.** As a big crowd now is approaching the **vaccination centres**, it is obvious that there will be overcrowding.
This project implements virtual queues which w... | ## Inspiration
With the world in a technology age, it is easy to lose track of human emotions when developing applications to make the world a better place. Searching for restaurants using multiple filters and reading reviews is often times inefficient, leading the customer to give up searching and settle for somethin... | winning |
## Inspiration
It may have been the last day before an important exam, the first day at your job, or the start of your ambitious journey of learning a new language, where you were frustrated at the lack of engaging programming tutorials. It was impossible to get their "basics" down, as well as stay focused due to the ... | ## Inspiration
Games on USB!
Back in the good old day when we had actual handheld console games, we used to carry around game cartridges with us the whole time. Cartridges not only carried the game data itself, but also your save files, the game progress and even your childhood memories. As a 20-something young adult ... | ## Inspiration
As students, we have found that there are very few high-quality resources on investing for those who are interested but don't have enough resources. Furthermore, we have found that investing and saving money can be a stressful experience. We hope to change this for those who want to save better with the... | winning |
## What it does
Tickets is a secure, affordable, and painless system for registration and organization of in-person events. It utilizes public key cryptography to ensure the identity of visitors, while staying affordable for organizers, with no extra equipment or cost other than a cellphone. Additionally, it provides ... | ## Inspiration
The project was inspired by looking at the challenges that artists face when dealing with traditional record labels and distributors. Artists often have to give up ownership of their music, lose creative control, and receive only a small fraction of the revenue generated from streams. Record labels and ... | ## Inspiration
We were inspired by the custom algorithm of tinder and how it utilizes first impressions and preferences to narrow down larger catalogs to improve “shopping” experience. We also wanted to drive traffic to second-hand charity thrift shops and improve the system currently used by second-hand stores to pri... | winning |
## Inspiration
Our team focuses on real-world problems. One of our own classmates is blind, and we've witnessed firsthand the difficulties he encounters during lectures, particularly when it comes to accessing the information presented on the board.
It's a powerful reminder that innovation isn't just about creating f... | ## Inspiration
Millions of people around the world are either blind, or partially sighted. For those who's vision is impaired, but not lost, there are tools that can help them see better. By increasing contrast and detecting lines in an image, some people might be able to see clearer.
## What it does
We developed an... | ## Inspiration
Moved by the compassion displayed by those of the front lines of this pandemic, we wanted to help ease quarantine and symptom monitoring so as to reduce the burden on patients, nurses, doctors, and ICU staff. Our application serves to eliminate confusion and provide clear, level-headed guidance.
## Wha... | partial |
## Inspiration
I need to have a ray tracer going and need to understand how they work, especially since I need to be able to write a Monte Carlo based renderer, and implement my own Monte Carlo Based estimators and integrator solvers with custom sampling algorithms. I thought Unity would be a good base to start versus... | # [deepstreetview.com](http://deepstreetview.com)
## What it does
It turns Google Street View into works of art. Your world will never be the same.
## Inspiration
The first iteration of the website was a Chrome Extension: *VR Harambe Sighting* in which Harambe would be stochastically overlaid on the sidewalks of Go... | ## Inspiration
A week or so ago, Nyle DiMarco, the model/actor/deaf activist, visited my school and enlightened our students about how his experience as a deaf person was in shows like Dancing with the Stars (where he danced without hearing the music) and America's Next Top Model. Many people on those sets and in the ... | losing |
## **Inspiration**
The inspiration behind our project stems from a shared aspiration to actively contribute to resolving the ongoing **environmental** predicaments originating from human activities. Witnessing the ramifications of climate change, pollution, deforestation, and biodiversity loss, we recognized the imper... | ## Inspiration
## What it does
Xwalk is a pair of glasses that help the blind cross the street. It has two primary functions: it helps the blind know when to walk by making a buzzing noise whenever there is a walk signal and it makes repetitive beeps when it sees someone else crossing the street so that he or she can... | ## Inspiration:
Our journey began with a simple, yet profound realization: sorting waste is confusing! We were motivated by the challenge many face in distinguishing recyclables from garbage, and we saw an opportunity to leverage technology to make a real environmental impact. We aimed to simplify recycling, making it... | losing |
## Inspiration
Have you ever had a friend who consistently showed up late to gatherings, blaming it on oversleeping? Or perhaps you've experienced the frustration yourself of sleeping through multiple alarms, only to wake up groggy and disoriented? This common dilemma was the driving force behind the creation of our p... | ## Inspiration
In our daily lives, there are numerous occations where people need to wake up early morning, either going to work or going to school. Although we could try our best to sleep earlier the night before, but sometimes it is very hard. Therefore we made this ShoClock with the hope that it will be useful to s... | ## Inspiration
Helping people who are visually and/or hearing impaired to have better and safer interactions.
## What it does
The sensor beeps when the user comes too close to an object or too close to a hot beverage/food.
The sign language recognition system translates sign language from a hearing impaired individu... | losing |
## What it is 🕵️
MemoryLane is a unique and innovative mobile application designed to help users capture and relive their precious moments. Instead of being the one to curate an image for others, with a nostalgic touch, the app provides a personalized space for friends to document and remember shared memories ~ creat... | ## Inspiration
While video-calling his grandmother, Tianyun was captivated by her nostalgic tales from her youth in China. It struck him how many of these cherished stories, rich in culture and emotion, remain untold or fade away as time progresses due to barriers like time constraints, lack of documentation, and the ... | ## Inspiration
The inspiration behind Memory Melody stemmed from a shared desire to evoke nostalgic feelings and create a sense of connection through familiar tunes and visual memories. We've all experienced moments of trying to recall a forgotten show, the sensation of déjà vu, or the longing to revisit simpler times... | partial |
## Inspiration
Our inspiration is from just our everyday lives and seeing other students' pain points. As classes are transitioning back to in-person, students are having a harder time finding the discord/slack link without people pasting it into the zoom chat during lectures. Often it is not until the 5th week a stud... | ## Inspiration💡
As exam season concludes, we came up with the idea for our hackathon project after reflecting on our own experiences as students and discussing common challenges we face when studying. We found that searching through long textbooks and PDFs was a time-consuming and frustrating process, even with searc... | ## Inspiration
In the midst of Cal Enrollment and Berkeley college life in general, getting advice on what classes we should take, what spots in Berkeley to explore and what cafe's are the best, are sometimes hard information to come by. Thankfully, the Berkeley Subreddit has tons of Berkeley students just like us, wh... | partial |
## Inspiration
We wanted to solve a unique problem we felt was impacting many people but was not receiving enough attention. With emerging and developing technology, we implemented neural network models to recognize objects and images, and converting them to an auditory output.
## What it does
XTS takes an **X** and... | ## Inspiration
snore or get pourd on yo pores
Coming into grade 12, the decision of going to a hackathon at this time was super ambitious. We knew coming to this hackathon we needed to be full focus 24/7. Problem being, we both procrastinate and push things to the last minute, so in doing so we created a project to he... | ## Inspiration
We noticed a lot of stress among students around midterm season and wanted to utilize our programming skills to support them both mentally and academically. Our implementation was profoundly inspired by Jerry Xu's Simply Python Chatbot repository, which was built on a different framework called Keras. T... | partial |
# Picify
**Picify** is a [Flask](http://flask.pocoo.org) application that converts your photos into Spotify playlists that can be saved for later listening, providing a uniquely personal way to explore new music. The experience is facilitated by interacting and integrating a wide range of services. Try it [here](http:... | ## Inspiration
Music is something inherently personal to each and every one of us - our favorite tracks accompany us through our highs and lows, through tough workouts and relaxing evenings. Our aim is to encourage and capture that feeling of discovering that new song you just can't stop listening to. Music is an auth... | ## Inspiration
Our team was determined to challenge a major problem in society, and create a practical solution. It occurred to us early on that **false facts** and **fake news** has become a growing problem, due to the availability of information over common forms of social media. Many initiatives and campaigns recen... | partial |
## Inspiration
Our vision is to revolutionize the way students learn.
## What it does
It is a mobile android application that allows you to transcribe the words and sentences from a person speaking in real time.
## How we built it
Android Studio IDE to build the application and integrate Cloud SpeechToText API in ... | ## Inspiration
When attending crowded lectures or tutorials, it's fairly difficult to discern content from other ambient noise. What if a streamlined pipeline existed to isolate and amplify vocal audio while transcribing text from audio, and providing general context in the form of images? Is there any way to use this... | ## Inspiration
As a group of university students from across North America, COVID-19 has put into perspective the uncertainty and instability that comes with online education. To ease this transition, we were inspired to create Notate — an unparalleled speech-to-text transcription platform backed by the power of Googl... | partial |
## Inspiration
After asking our peers about what they, fellow college students, needed most, we realized that it all came down to money, grades, and cheap tutoring. Thus, we sought out to create a hack that would combine these fields to give students the upmost opportunities in achieving success.
## What it does
The... | ## Inspiration
💡 High school is stressful enough. Course choices are important decisions that high school students make that have the possibility to impact their entire lives. With university admissions getting increasingly more competitive, wise decisions regarding course selection is integral. Often high school stu... | ## Inspiration
Ideas for interactions from:
* <http://paperprograms.org/>
* <http://dynamicland.org/>
but I wanted to go from the existing computer down, rather from the bottom up, and make something that was a twist on the existing desktop: Web browser, Terminal, chat apps, keyboard, windows.
## What it does
Maps ... | losing |
GoDaddy Domain User Website:
<https://thetraffixperiment.info/>
## Inspiration
Our team was inspired by the noticeable yet unsolved modern challenge faced by millions of regular people everyday: Inefficient traffic. The more time we spend stalled on the road, exhaust fumes piling into the sky, the greater our digital... | ## Inspiration
We wanted to create a project that could help improve multiple aspects of society at once, while still being a simple and **practical** implementation, where the results can be understood by people who are not experts in technology. We believe we can help the City of London by showing, from period to pe... | # Picify
**Picify** is a [Flask](http://flask.pocoo.org) application that converts your photos into Spotify playlists that can be saved for later listening, providing a uniquely personal way to explore new music. The experience is facilitated by interacting and integrating a wide range of services. Try it [here](http:... | losing |
## Inspiration
Globally, over 92 million tons of textile waste are generated annually, contributing to overflowing landfills and environmental degradation. What's more, the fashion industry is responsible for 10% of global carbon emissions, with fast fashion being a significant contributor due to its rapid production ... | ## Inspiration
One of our groupmates, *ahem* Jessie *ahem*, has an addiction to shopping at a fast fashion retailer which won't be named. So the team collectively came together to come up with a solution: BYEBUY. Instead of buying hauls on clothing that are cheap and don't always look good, BYEBUY uses the power of st... | ## Inspiration
Our biggest inspiration came from our grandparents, who often felt lonely and struggled to find help. Specifically, one of us have a grandpa with dementia. He lives alone and finds it hard to receive help since most of his relatives live far away and he has reduced motor skills. Knowing this, we were de... | partial |
## Inspiration
As software engineers, we constantly seek ways to optimize efficiency and productivity. While we thrive on tackling challenging problems, sometimes we need assistance or a nudge to remember that support is available. Our app assists engineers by monitoring their states and employs Machine Learning to pr... | ## Inspiration
Our inspiration for this project came from newfound research stating the capabilities of models to perform the work of data engineers and provide accurate tools for analysis. We realized that such work is impactful in various sectors, including finance, climate change, medical devices, and much more. We... | ## Inspiration
We really are passionate about hardware, however many hackers in the community, especially those studying software-focused degrees, miss out on the experience of working on projects involving hardware and experience in vertical integration.
To remedy this, we came up with modware. Modware provides the t... | losing |
>
> `2023-10-10 Update`
>
> We've moved all of our project information to our GitHub repo so that it's up to date.
> Our project is completely open source, so please feel free to contribute if you want!
> <https://github.com/soobinrho/BeeMovr>
>
>
> | ## Inspiration
An individual living in Canada wastes approximately 183 kilograms of solid food per year. This equates to $35 billion worth of food. A study that asked why so much food is wasted illustrated that about 57% thought that their food goes bad too quickly, while another 44% of people say the food is past the... | ## Inspiration
**DronAR** was inspired by a love of cool technology. Drones are hot right now, and the question is, why not combine it with VR? The result is an awesome product that allows for drone management to be more **visually intuitive** letting users interact with drones in ways never done before.
## What it d... | winning |
## Inspiration
Rizzmo was heavily inspired by our dissatisfaction for Gizmo's poor-quality science simulations.
## What it does
Rizzmo is low-poly exploration game of a thriving coral reef region. Learn about the coral reef ecosystem by exploring around in a submarine and clicking on a various marine life for their ... | ## Inspiration
We wanted to take an ancient video game that jump-started the video game industry (Asteroids) and be able to revive it using Virtual Reality.
## What it does
You are spawned in a world that has randomly generated asteroids and must approach one of four green asteroids to beat the stage. Lasers are uti... | ## Inspiration
We're always reminded of how scary carbon emission can be on a larger scale, but we never know exactly how much we really contribute. Without individuals knowing about the effects they produce on the environment, we fall into the risk of following the model of "Tragedy of the Commons" - an idea that an ... | partial |
## Inspiration
Knowtworthy is a startup that all three of us founded together, with the mission to make meetings awesome. We have spent this past summer at the University of Toronto’s Entrepreneurship Hatchery’s incubator executing on our vision. We’ve built a sweet platform that solves many of the issues surrounding ... | ## Inspiration
While caught in the the excitement of coming up with project ideas, we found ourselves forgetting to follow up on action items brought up in the discussion. We felt that it would come in handy to have our own virtual meeting assistant to keep track of our ideas. We moved on to integrate features like au... | ## Inspiration
I got the inspiration from the Mirum challenge, which was to be able to recognize emotion in speech and text.
## What it does
It records speech from people for a set time, separating individual transcripts based on small pauses in between each person talking. It then transcribes this to a JSON string ... | winning |
## What it does
MemoryLane is an app designed to support individuals coping with dementia by aiding in the recall of daily tasks, medication schedules, and essential dates.
The app personalizes memories through its reminisce panel, providing a contextualized experience for users. Additionally, MemoryLane ensures time... | ## Inspiration
COVID revolutionized the way we communicate and work by normalizing remoteness. **It also created a massive emotional drought -** we weren't made to empathize with each other through screens. As video conferencing turns into the new normal, marketers and managers continue to struggle with remote communi... | # ReFriender
## Inspiration
The theme of restoration is usually connotated with tangible things such as the environment. In this project, though, we wanted to take a creative approach by restoring one of the most meaningful things in our life: our social connections. Everyone has old friends that they lost their touc... | winning |
## Inspiration
Callista's nephew is on the spectrum of ADHD, her cousin has found it increasingly difficult to keep him engaged with the learning material he's been given. He enjoys playing games on his iPad and loves space. We wanted to create a solution to this problem by using technology.
## What it does
This app... | ## Inspiration
Many young kids, especially children with learning disabilities, have difficulties staying focused and engaged with learning. In order to solve this problem, we decided to create a learning tool for children, designed to gamify the process of learning vocabulary for new languages in a visual, interactiv... | ## Inspiration
We wanted to bring financial literacy into being a part of your everyday life while also bringing in futuristic applications such as augmented reality to really motivate people into learning about finance and business every day. We were looking at a fintech solution that didn't look towards enabling fin... | losing |
Hello and thank you for judging my project. I am listing below two different links and an explanation of what the two different videos are. Due to the time constraints of some hackathons, I have a shorter video for those who require a lower time. As default I will be placing the lower time video up above, but if you ha... | ## Inspiration
In today's age, people have become more and more divisive on their opinions. We've found that discussion nowadays can just result in people shouting instead of trying to understand each other.
## What it does
**Change my Mind** helps to alleviate this problem. Our app is designed to help you find peop... | ## Inspiration 💡
"The first step toward change is awareness". This inspired us to make the younger generation visualize that each and every choice we make leaves a significant impact on the Earth. With a little more awareness and consciousness, thus ecoTrackAR aims in bringing that awareness to the younger generation... | winning |
# For the Kidz
The three of us were once part of an organization that provided after-school coding classes and lab-assisting services to local under-resourced middle and high schools. While we all enjoyed our individual experiences, we agreed that the lack of adequate hardware (ie. broken Chromebooks) as well as softw... | ## Inspiration
Software engineering and development have been among the most dynamically changing fields over the years. Our voice is one of our most powerful tools, and one which we often take for granted - we share ideas and inspiration and can communicate instantly on a global scale. However, according to recent st... | ## Inspiration
The moment we formed our team, we all knew we wanted to create a hack for social good which could even aid in a natural calamity. According to the reports of World Health Organization, there are 285 million people worldwide who are either blind or partially blind. Due to the relevance of this massive is... | losing |
## Inspiration and What it does
We often go out with a lot of amazing friends for trips, restaurants, tourism, weekend expedition and what not. Every encounter has an associated messenger groupchat. We want a way to split money which is better than to discuss on the groupchat, ask people their public key/usernames and... | ## Inspiration
With the excitement of blockchain and the ever growing concerns regarding privacy, we wanted to disrupt one of the largest technology standards yet: Email. Email accounts are mostly centralized and contain highly valuable data, making one small breach, or corrupt act can serious jeopardize millions of p... | ## Inspiration
On October 17, 2018 the government of Canada legalized marijuana at the federal level. While this has its benefits, it has one big drawback; increasing the risk of accidents caused by intoxicated/high driving. According to MADD Canada, an estimated 55.4% of road crash deaths were as a result of alcohol ... | partial |
**Finding a problem**
Education policy and infrastructure tend to neglect students with accessibility issues. They are oftentimes left on the backburner while funding and resources go into research and strengthening the existing curriculum. Thousands of college students struggle with taking notes in class due to variou... | ## Inspiration
Cliff is dyslexic, so reading is difficult and slow for him and makes school really difficult.
But, he loves books and listens to 100+ audiobooks/yr. However, most books don't have an audiobook, especially not textbooks for schools, and articles that are passed out in class. This is an issue not only fo... | ## Inspiration
Many students have learning disabilities that negatively impact their education. After doing some research, we learned that there were nearly 150,000 students in Ontario alone!
UofT offers note-taking services to students that are registered with accessibility services, but the service relies on the qua... | winning |
## Inspiration
RoomRival drew inspiration from the desire to revolutionize indoor gaming experiences. We wanted to create an innovative and dynamic platform that transforms ordinary spaces into competitive battlegrounds, bringing people together through technology, strategy, and social interaction while integrating th... | ## Inspiration
We were inspired by websites such as backyard.co which allow users to have video chats and play various games together. However one of the main issues with websites such as these or any video chat rooms such as zoom is that people are reluctant to put on their video. So to combat this issue, we wanted t... | ## Inspiration
We were inspired by the topic of UofTHacks X theme **Exploration**. The game itself requires **players to explore** all the clues inside the rooms. We also want **"explore" ourselves** in UofTHacks X. Since our team does not have experience in game development, we also witness our 24-hour-accomplishment... | partial |
# Trusty Paws
## Inspiration
We believe that every pet deserves to find a home. Animal shelters have often had to euthanize animals due to capacity issues and lack of adoptions. Our objective with Trusty Paws is to increase the rate of adoptions of these animals by increasing the exposure of shelters to potential pet... | ## Inspiration
One of our own member's worry about his puppy inspired us to create this project, so he could keep an eye on him.
## What it does
Our app essentially monitors your dog(s) and determines their mood/emotional state based on their sound and body language, and optionally notifies the owner about any chang... | ## Inspiration
We encounter dozens of potential furry friends every day when we browse the Internet. We believe that each one of these interactions has the potential to lead to a successful adoption of an animal in need. We also believe in the power of human emotions as a call to action. We built Pupper to leverage yo... | winning |
Yeezy Vision is a Chrome extension that lets you view the web from the eyes of the 21st century's greatest artist - Kanye West. Billions of people have been deprived of the life changing perspective that Mr. West has cultivated. This has gone on for far too long. We had to make a change.
Our extension helps the common... | ## Inspiration
Nowadays, large corporations are spending more and more money nowadays on digital media advertising, but their data collection tools have not been improving at the same rate. Nike spent over $3.03 billion on advertising alone in 2014, which amounted to approximately $100 per second, yet they only receiv... | ## Inspiration
Being a regular online shopper, I always have this problem of deciding whether the product suits me or not. Stock photos on e-commerce site can be different from how it looks in real life. Shoppers need other visual sources of the product to know if they really like the product.
## What it does
Gap.It... | partial |
## Inspiration
Since the start of the pandemic, the government has been creating simulations to predict the events of how the disease would progress. Although we can't create something to the degree of accuracy they were able to due to a lack of data and expertise in virology, we tried to create a logical model for di... | ## Introduction
Hey! I'm William. I care about doing efficient Computer Vision and I think that this project highlights some great potential ideas for ensuring we can stay efficient.
## Inspiration
I've recently been very interested in making ML (and specifically Computer Vision) more efficient.
There exist [many](h... | ## Inspiration
Our team identified two intertwined health problems in developing countries:
1) Lack of easy-to-obtain medical advice due to economic, social and geographic problems, and
2) Difficulty of public health data collection in rural communities.
This weekend, we built SMS Doc, a single platform to help sol... | partial |
## Inspiration
The field of Insurtech is one that has long been overlooked by many. However, with the increase of economic loss annually, and the divide between household and insurance company, this field is becoming more important than ever. Studies show that the annual natural disaster caused economic loss tallies u... | ## 💡Inspiration
Every year, around 40 million tons of food is wasted in the United States. That is estimated to be around 35 percent, of the entire US food supply. When we waste food, we also waste all the energy and water it takes to grow, harvest, transport, and package it. And if food goes to the landfill and rots... | ## Problem
Our planet faces a critical environmental crisis driven by:
High carbon footprints from daily human activities such as transportation, energy consumption, and waste generation.
These issues contribute to:
Significant greenhouse gas emissions, pollution of our oceans, harm to wildlife and accelerating climat... | partial |
## Inspiration
In today's always-on world, we are more connected than ever. The internet is an amazing way to connect to those close to us, however it is also used to spread hateful messages to others. Our inspiration was taken from a surprisingly common issue among YouTubers and other people prominent on social media... | ## Inspiration
During our brainstorming phase, we cycled through a lot of useful ideas that later turned out to be actual products on the market or completed projects. After four separate instances of this and hours of scouring the web, we finally found our true calling at QHacks: building a solution that determines w... | ## Inspiration
One of the most exciting parts about Hackathons is the showcasing of the final product, well-earned after hours upon hours of sleep-deprived hacking. Part of the presentation work lies in the Devpost entry. I wanted to build an application that can rate the quality of a given entry to help people write ... | winning |
## Inspiration
No one likes being stranded at late hours in an unknown place with unreliable transit as the only safe, affordable option to get home. Between paying for an expensive taxi ride yourself, or sharing a taxi with random street goers, the current options aren't looking great. WeGo aims to streamline taxi ri... | ## Inspiration
During last year's World Wide Developers Conference, Apple introduced a host of new innovative frameworks (including but not limited to CoreML and ARKit) which placed traditionally expensive and complex operations such as machine learning and augmented reality in the hands of developers such as myself. ... | ## Inspiration
We want a more sustainable way for individuals to travel from point A to point B, by sharing a ride.
## What it does
It allows users to post their routes to a carpool request board for other users (drivers) to see and potentially accept. We decided that it should be aimed at students because of securi... | partial |
## Inspiration
Struggling with a hackathon concept made our team realize the importance of gathering inspiration and connecting ideas. This led us to further research products in the market that are aimed towards this space, and we found many pain points that made the process less efficient, including an influx of onb... | ## Inspiration
University can be very stressful at times and sometimes the resources you need are not readily available to you. This web application can help students relax by completing positive "mindfulness" tasks to beat their monsters. We decided to build a web application specifically for mobile since we thought ... | Demo: <https://youtu.be/cTh3Q6a2OIM?t=2401>
## Inspiration
Fun Mobile AR Experiences such as Pokemon Go
## What it does
First, a single player hides a virtual penguin somewhere in the room. Then, the app creates hundreds of obstacles for the other players in AR. The player that finds the penguin first wins!
## How... | losing |
## Inspiration
It took us a while to think of an idea for this project- after a long day of zoom school, we sat down on Friday with very little motivation to do work. As we pushed through this lack of drive our friends in the other room would offer little encouragements to keep us going and we started to realize just ... | ## Inspiration
While using ridesharing apps such as Uber and Lyft, passengers, particularly those of marginalized identities, have reported feeling unsafe or uncomfortable being alone in a car. From user interviews, every woman has mentioned personal safety as one of their top concerns within a rideshare. About 23% of... | ## Inspiration
Going home for winter break and seeing friends was a great time, but throughout all the banter, I realized that our conversations often took a darker turn, and I worried for my friends' mental health. During the school year, it was a busy time and I wasn't able to stay in touch with my friends as well a... | partial |
## Inspiration
All three of us working on the project love traveling and want to fly to new places in the world on a budget. By combining Google computer vision to recognize interesting places to go as well as JetBlue's flight deals to find the best flights- we hope we've created a product that college students can us... | ## Inspiration
Despite the fact that there are a greater number of airlines than most people can count, very few seem to differentiate themselves in regards to pre-purchase interaction with the customer. This results in the rise of middle-man sales dealers (expedia, travelocity, etc) willing to fill this void.
We bel... | ## Inspiration
At first, we were motivated to use JetBlue's dataset to generate models to predict flight patterns in the future. When we found out the specific hack that we were being asked to implement, we realized that it would be an excellent opportunity to create a web application that serves as both a simple inte... | partial |
## Inspiration
Technology in schools today is given to those classrooms that can afford it. Our goal was to create a tablet that leveraged modern touch screen technology while keeping the cost below $20 so that it could be much cheaper to integrate with classrooms than other forms of tech like full laptops.
## What i... | ## Inspiration:
We wanted to combine our passions of art and computer science to form a product that produces some benefit to the world.
## What it does:
Our app converts measured audio readings into images through integer arrays, as well as value ranges that are assigned specific colors and shapes to be displayed o... | We wanted to change the education industry with new ways to share ideas through online social media. We have an online e-poem creator tool for kids to use and at the end to share their poem through SMS/text. We wanted to make it easier for teachers to help students learn from each other while simplifying the teachers t... | winning |
# Doctors Within Borders
### A crowdsourcing app that improves first response time to emergencies by connecting city 911 dispatchers with certified civilians
## 1. The Challenge
In Toronto, ambulances get to the patient in 9 minutes 90% of the time. We all know
that the first few minutes after an emergency occurs ar... | ## Inspiration
We love to travel and have found that we typically have to use multiple sources in the process of creating an itinerary. With Path Planner, the user can get their whole tripped planned for them in one place.
## What it does
Build you an itinerary for any destination you desire
## How we built it
Usi... | # **MedKnight**
#### Professional medical care in seconds, when the seconds matter
## Inspiration
Natural disasters often put emergency medical responders (EMTs, paramedics, combat medics, etc.) in positions where they must assume responsibilities beyond the scope of their day-to-day job. Inspired by this reality, w... | winning |
## Inspiration
Our friend Holly had the idea for an app that makes it easier for groups of friends to meet up.
## What it does
Just enter you and your friends' locations, and what kind of place you want to meet up at (cafe, restaurant, or park), and see which places are most convenient for you. It also links to Venm... | ## Inspiration
As university students, we often struggled to manage our own finances. A lot of money was spent without even realizing it, and small costs started to add up quickly. Recognizing this challenge, we thought of a solution that could help students like us take control of their spending. Presenting WealthHac... | ## Inspiration
We thought it would be nice if, for example, while working in the Computer Science building, you could send out a little post asking for help from people around you.
Also, it would also enable greater interconnectivity between people at an event without needing to subscribe to anything.
## What it doe... | losing |
## Inspiration
We started this project because we observed the emotional toll loneliness, grief, and dementia challenges can take on individuals and their caregivers, and we wanted to create a solution that could make a meaningful difference in their lives. Loneliness is especially tough on them, affecting both their ... | ## Inspiration
We want to fix healthcare! 48% of physicians in the US are burned out, which is a driver for higher rates of medical error, lower patient satisfaction, higher rates of depression and suicide. Three graduate students at Stanford have been applying design thinking to the burnout epidemic. A CS grad from U... | ## Inspiration
1 in 2 Canadians will personally experience a mental health issue by age 40, with minority communities at a greater risk. As the mental health epidemic surges and support at its capacity, we sought to build something to connect trained volunteer companions with people in distress in several ways for con... | partial |
## 💡 Inspiration 💡
The idea for Foodbox was inspired by the growing problem of food waste in our society. According to the United Nations, one-third of all food produced globally is wasted, which not only has a significant environmental impact but also a social one, as so many people are struggling with food insecur... | ## Inspiration
Noise sensitivity is common in autism, but it can also affect individuals without autism. Research shows that 50 to 70 percent of people with autism experience hypersensitivity to everyday sounds. This inspired us to create a wearable device to help individuals with heightened sensory sensitivities mana... | ## Inspiration
Food is a basic human need. As someone who often finds themselves wandering the aisles of Target, I know firsthand how easy it is to get lost among the countless products and displays. The experience can quickly become overwhelming, leading to forgotten items and a less-than-efficient shopping trip. Thi... | winning |
## The Idea Behind the App
When you're grabbing dinner at a restaurant, how do you choose which meal to order?
Perhaps you look at the price, calorie count, or, if you're trying to be environmentally-conscious, the carbon footprint of your meal.
COyou is an Android app which reveals the carbon footprint of the meals... | ## Inspiration
When it comes to finding solutions to global issues, we often feel helpless: making us feel as if our small impact will not help the bigger picture. Climate change is a critical concern of our age; however, the extent of this matter often reaches beyond what one person can do....or so we think!
Inspired... | ## Inspiration
We were inspired by the 63%, of edible food that Canadians throw away. The majority (45%) of this food (by weight) is fresh produce. We determined a large contributing factor to produce waste as the expiration dates— which can often be difficult to keep track of.
Food waste directly connects to global ... | winning |
## Inspiration
With caffeine being a staple in almost every student’s lifestyle, many are unaware when it comes to the amount of caffeine in their drinks. Although a small dose of caffeine increases one’s ability to concentrate, higher doses may be detrimental to physical and mental health. This inspired us to create ... | ## Inspiration
The inspiration for our project stems from the increasing trend of online shopping and the declining foot traffic in physical stores. Our goal was to provide a unique and engaging experience for customers, encouraging them to visit physical stores and rediscover the joy of in-person shopping. We wanted ... | ## Inspiration
We needed a system to operate our Hackspace utilities shop, where we sell materials, snacks, and even the use of some restricted equipment. It needed to be instantaneous, allow for a small amount of debt in case of emergency and work using our College ID cards to keep track of who is purchasing what.
#... | winning |
## Inspiration
At Hack the North 11, dreaming big is a key theme. I wanted to play off of this theme, in combination with my growing interest in AI, to create a chill platform to help people realize and achieve their best *literal* dreams!
I enjoy listening to ambient music to wind down before I go to sleep, and I'm ... | ## Check it out
Add [translateplease@sparkbot.io](mailto:translateplease@sparkbot.io) and give it a command in the form [sentence/phrase] tr [language]
## Inspiration
We wanted to create something functional for Cisco Spark, that could be of real use to people using Cisco Spark in a business context. We thought that... | ## Inspiration
Our inspiration comes from the desire to democratize music creation. We saw a gap where many people, especially youth, had a passion for making music but lacked the resources, knowledge, or time to learn traditional instruments and complex DAW software. We wanted to create a solution that makes music cr... | losing |
# pennapps
## blockat: a block-based web interpreter for learning Python
The blockat website is designed to allow students to easily learn Python. The website allows students to program with a custom block-based language, which is transpiled to Python. There are a few existing solutions for this, but none offer a com... | ## Inspiration
The inspiration for building this project likely stemmed from the desire to empower students and make learning coding more accessible and engaging. It combines AI technology with education to provide tailored support, making it easier for students to grasp coding concepts. The goal may have been to addr... | ## Inspiration
We are part of a generation that has lost the art of handwriting. Because of the clarity and ease of typing, many people struggle with clear shorthand. Whether you're a second language learner or public education failed you, we wanted to come up with an intelligent system for efficiently improving your ... | losing |
# Course Connection
## Inspiration
College is often heralded as a defining time period to explore interests, define beliefs, and establish lifelong friendships. However the vibrant campus life has recently become endangered as it is becoming easier than ever for students to become disconnected. The previously guarant... | ## Inspiration
Over the course of the past year, one of the most heavily impacted industries due to the COVID-19 pandemic is the service sector. Specifically, COVID-19 has transformed the financial viability of restaurant models. Moving forward, it is projected that 36,000 small restaurants will not survive the winter... | ## Inspiration
Many of us had class sessions in which the teacher pulled out whiteboards or chalkboards and used them as a tool for teaching. These made classes very interactive and engaging. With the switch to virtual teaching, class interactivity has been harder. Usually a teacher just shares their screen and talks,... | winning |
## Inspiration
We started this project because we observed the emotional toll loneliness, grief, and dementia challenges can take on individuals and their caregivers, and we wanted to create a solution that could make a meaningful difference in their lives. Loneliness is especially tough on them, affecting both their ... | ## Inspiration
University gets students really busy and really stressed, especially during midterms and exams. We would normally want to talk to someone about how we feel and how our mood is, but due to the pandemic, therapists have often been closed or fully online. Since people will be seeking therapy online anyway,... | Can you save a life?
## Inspiration
For the past several years heart disease has remained the second leading cause of death in Canada. Many know how to prevent it, but many don’t know how to deal with cardiac events that have the potential to end your life. What if you can change this?
## What it does
Can You Save ... | partial |
# BananaExpress
A self-writing journal of your life, with superpowers!
We make journaling easier and more engaging than ever before by leveraging **home-grown, cutting edge, CNN + LSTM** models to do **novel text generation** to prompt our users to practice active reflection by journaling!
Features:
* User photo --... | ## Inspiration
Let's start by taking a look at some statistics on waste from Ontario and Canada. In Canada, only nine percent of plastics are recycled, while the rest is sent to landfills. More locally, in Ontario, over 3.6 million metric tonnes of plastic ended up as garbage due to tainted recycling bins. Tainted rec... | # TextMemoirs
## nwHacks 2023 Submission by Victor Parangue, Kareem El-Wishahy, Parmvir Shergill, and Daniel Lee
Journalling is a well-established practice that has been shown to have many benefits for mental health and overall well-being. Some of the main benefits of journalling include the ability to reflect on one... | winning |
# Inspiration
During the information session presented by the Wharton Risk Center, we were inspired by the story of a little girl who recognized the early signs of a tsunami but found difficulty in spreading awareness. After finally contacting the right person, they managed to get everyone off the beach and it became ... | ## Inspiration
This system was designed to make waste collection more efficient, organized and user-friendly.
Keeping the end users in mind we have created a system that detects what type of waste has been inserted in the bin and categorizes it as a recyclable or garbage.
The system then opens the appropriate shoot (... | ## Inspiration
Our inspiration came from a common story that we have been seeing on the news lately - the wildfires that are impacting people on a nationwide scale. These natural disasters strike at uncertain times, and we don't know if we are necessarily going to be in the danger zone or not. So, we decided to ease t... | losing |
## Aperture
*Share your moments effortlessly*
## Inspiration
Motivated by our personal experiences, we have realized that the current state of the social network app... | ## Inspiration
A big problem that exists and is most prevalent in cancer is the idea that people developed these diseases and conditions but never get it checked up on, because no one knows that they have one of these diseases until it is too late. The whole spectrum of neurodegenerative diseases matches this phenomen... | ## What it does
Take a picture, get a 3D print of it!
## Challenges we ran into
The 3D printers going poof on the prints.
## How we built it
* AI model transforms the picture into depth data. Then post-processing was done to make it into a printable 3D model. And of course, real 3D printing.
* MASV to transfer the... | partial |
## Inspiration
An Article, about 86 per cent of Canada's plastic waste ends up in landfill, a big part due to Bad Sorting. We thought it shouldn't be impossible to build a prototype for a Smart bin.
## What it does
The Smart bin is able, using Object detection, to sort Plastic, Glass, Metal, and Paper
We see all ar... | ## Inspiration
At many public places, recycling is rarely a priority. Recyclables are disposed of incorrectly and thrown out like garbage. Even here at QHacks2017, we found lots of paper and cans in the [garbage](http://i.imgur.com/0CpEUtd.jpg).
## What it does
The Green Waste Bin is a waste bin that can sort the it... | ## Inspiration
Want to see how a product, service, person or idea is doing in the court of public opinion? Market analysts are experts at collecting data from a large array of sources, but monitoring public happiness or approval ratings is notoriously difficult. Usually, focus groups and extensive data collection is r... | winning |
## Inspiration
Initially, we struggled to find a project idea. After circling through dozens of ideas and the occasional hacker's block, we were still faced with a huge ***blank space***. In the midst of all our confusion, it hit us that this feeling of desperation and anguish is familiar to all thinkers and creators.... | ## Inspiration
Globally, over 92 million tons of textile waste are generated annually, contributing to overflowing landfills and environmental degradation. What's more, the fashion industry is responsible for 10% of global carbon emissions, with fast fashion being a significant contributor due to its rapid production ... | # AI Video Generator: From Concept to Creation
## Inspiration
Have you ever wondered in class, "When am I really going to use these concepts in the real world?" To answer this question our team set out to present a video model of real life applications of concepts presented from a prompt. Our team was also inspired b... | partial |
# cirkvito
Ever wanna quickly check your Intro to CS Logic course homework without firin' up the ol' Quartus-Beast? Love circuits, but hate Java applets? Or maybe you're dying to make yourself a shiny half-adder but don't have the time (or dexterity) to fashion one out of physical components?
## Inspo
Enter *cirkvit... | # Nexus, **Empowering Voices, Creating Connections**.
## Inspiration
The inspiration for our project, Nexus, comes from our experience as individuals with unique interests and challenges. Often, it isn't easy to meet others with these interests or who can relate to our challenges through traditional social media plat... | ## Inspiration
My brother & I have taken over 15 online courses from coursera.org & edx.org. We <3 learning the content but never met anyone new, so we created a web app to match people that would enjoy working together on online courses.
## What it does
A "Sorting Hat", inspired from Harry Potter, collects user bel... | winning |
## Inspiration
Our inspiration for TRACY came from the desire to enhance tennis training through advanced technology. One of our members was a former tennis enthusiast who has always strived to refine their skills. They soon realized that the post-game analysis process took too much time in their busy schedule. We aim... | ## Inspiration
Being sport and fitness buffs, we understand the importance of right form. Incidentally, suffering from a wrist injury himself, Mayank thought of this idea while in a gym where he could see almost everyone following wrong form for a wide variety of exercises. He knew that it couldn't be impossible to ma... | ## 🚀**Inspiration**
Stakes, friendly fights, and fiery debates have followed since the 2022 FIFA world cup's impending ascent and enthusiasm. Our team made the decision to apply machine learning principles to real data in order to assess and forecast which side would win these matches.
## 🤔**What it does**
Our fro... | winning |
## Inspiration
Our journey to creating this project stems from a shared realization: the path from idea to execution is fraught with inefficiencies that can dilute even the most brilliant concepts. As developers with a knack for turning visions into reality, we've faced the slow erosion of enthusiasm and value that ti... | ## Overview
According to the WHO, at least 2.2 billion people worldwide have a vision impairment or blindness. Out of these, an estimated 1 billion cases could have been prevented or have yet to be addressed. This underscores the vast number of people who lack access to necessary eye care services. Even as developers,... | ## Inspiration for Creating sketch-it
Art is fundamentally about the process of creation, and seeing as many of us have forgotten this, we are inspired to bring this reminder to everyone. In this world of incredibly sophisticated artificial intelligence models (many of which can already generate an endless supply of a... | partial |
## Inspiration
Personal assistant AI like Siri, Cortana and Alexa were the inspiration for our project.
## What it does
Our mirror displays information about the weather, date, social media, news and nearby events.
## How we built it
The mirror works by placing a monitor behind a two-way mirror and displaying info... | ## Inspiration
Ever since the creation of department stores, if a customer needed assistance, he or she would have to look for a sales representative. This is often difficult and frustrating as people are constantly on the move. Some companies try to solve this problem by implementing stationary machines such as kiosk... | ## Inspiration
In online documentaries, we saw visually impaired individuals and their vision consisted of small apertures. We wanted to develop a product that would act as a remedy for this issue.
## What it does
When a button is pressed, a picture is taken of the user's current view. This picture is then analyzed ... | partial |
## Inspiration
We love boba. Who wouldn't?? Our eyes are as black and pure as the boba we consume.
## What it does
Our beautiful little spinning wheel will generate a boba order for you! So if you are like us and can't decide which boba we could possibly buy because the options of those sugary tapioca pearls are end... | ## Inspiration
With the current pandemic, it's easy to forget about mundane things, which includes keeping track of what's in your fridge. Even before the pandemic, it has always been so easy to forget about that avocado or that smelly cheese in the back of your fridge. No more of that! With potatOH!!!, you can keep t... | ## Inspiration
Americans waste about 425 beverage containers per capita per year in landfill, litter, etc. Bottles are usually replaced with cans and bottles made from virgin materials which are more energy-intensive than recycled materials. This causes emissions of a host of toxics to the air and water and increases ... | losing |
Yeezy Vision is a Chrome extension that lets you view the web from the eyes of the 21st century's greatest artist - Kanye West. Billions of people have been deprived of the life changing perspective that Mr. West has cultivated. This has gone on for far too long. We had to make a change.
Our extension helps the common... | ## 💡Inspiration
In a world of fast media, many youth struggle with short attention spans and find it difficult to stay focused. We want to help overcome this phenomena with the help of a baby leaf sprout and automated browser proctoring! We hope this tool will help users ace their tests and achieve their dreams!
## ... | ## Inspiration
One of our teammate’s grandfathers suffers from diabetic retinopathy, which causes severe vision loss.
Looking on a broader scale, over 2.2 billion people suffer from near or distant vision impairment worldwide. After examining the issue closer, it can be confirmed that the issue disproportionately affe... | partial |
## Inspiration
According to the World Health Organization (WHO), 1 in every 5 college students suffer from mental health disorders including depression and anxiety. This epidemic has far-reaching personal and societal consequences – increasing disease risk, fracturing relationships, and reducing workforce productivity... | ## Inspiration
The purchase of goods has changed drastically over the past decade, especially over the period of the pandemic. Although with these online purchases comes a drawback, the buyer can not see the product in front of them before buying it. This adds an element of uncertainty and undesirability to online sho... | ## Inspiration
Rates of patient nonadherence to therapies average around 50%, particularly among those with chronic diseases. One of my closest friends has Crohn's disease, and I wanted to create something that would help with the challenges of managing a chronic illness. I built this app to provide an on-demand, supp... | partial |
## Challenges we ran into
* Integrating the Chrome extension with various CAD applications to capture real-time screen data
* Creating and optimizing a RAG process to curate data and provide relevant and accurate advice based on captured screenshots and project context
* Balancing the frequency of API calls to Claude ... | ## Inspiration
In the maze of social interactions, we've all encountered the awkward moment of not remembering the name of someone we've previously met. Face-Book is our solution to the universal social dilemma of social forgetfulness.
## What it does
Face-Book is an iPhone app that--discreetly--records and analyzes... | ## Inspiration
Emergency situations can be extremely sudden and can seem paralyzing, especially for young children. In most cases, children from the ages of 4-10 are unaware of how to respond to a situation that requires contact with first responders, and what the most important information to communicate. In the case... | losing |
# My Eyes
Helping dyslectics read by using vision and text-to-speech.
## Mission Statement
Dyslexia is a reading disability that affects 5% of the population. Individuals with dyslexia have difficulty decoding written word with speed and accuracy. To help those afflicted with dyslexia, many schools in BC provide add... | Fujifusion is our group's submission for Hack MIT 2018. It is a data-driven application for predicting corporate credit ratings.
## Problem
Scholars and regulators generally agree that credit rating agency failures were at the center of the 2007-08 global financial crisis.
## Solution
\*Train a machine learning mod... | ## Inspiration
There are thousands of people worldwide who suffer from conditions that make it difficult for them to both understand speech and also speak for themselves. According to the Journal of Deaf Studies and Deaf Education, the loss of a personal form of expression (through speech) has the capability to impact... | winning |
## Inspiration
Our team was determined to challenge a major problem in society, and create a practical solution. It occurred to us early on that **false facts** and **fake news** has become a growing problem, due to the availability of information over common forms of social media. Many initiatives and campaigns recen... | # Inspiration
Traditional startup fundraising is often restricted by stringent regulations, which make it difficult for small investors and emerging founders to participate. These barriers favor established VC firms and high-networth individuals, limiting innovation and excluding a broad range of potential investors. ... | ## Inspiration
As avid readers ourselves, we love the work that authors put out, and we are deeply saddened by the relative decline of the medium. We believe that democratizing the writing process and giving power back to the writers is the way to revitalize the art form literature, and we believe that utilizing block... | winning |
# Inspiration
When we ride a cycle we to steer the cycle towards the direction we fall, and that's how we balance. But the amazing part is we(or our brain) compute a complex set of calculations to balance ourselves. And that we do it naturally. With some practice it gets better. The calculation in our mind that goes o... | ## Inspiration
Fall lab and design bay cleanout leads to some pretty interesting things being put out at the free tables. In this case, we were drawn in by a motorized Audi Spyder car. And then, we saw the Neurosity Crown headsets, and an idea was born. A single late night call among team members, excited about the po... | ## Inspiration
MISSION: Our mission is to create an intuitive and precisely controlled arm for situations that are tough or dangerous for humans to be in.
VISION: This robotic arm application can be used in the medical industry, disaster relief, and toxic environments.
## What it does
The arm imitates the user in a... | winning |
## Inspiration
With elections right around the corner, many young adults are voting for the first time, and may not be equipped with knowledge of the law and current domestic events. We believe that this is a major problem with our nation, and we seek to use open source government data to provide day to day citizens w... | ## Inspiration
We recognized that parliament hearings can be lengthy and difficult to comprehend, yet they have a significant impact on our lives. We were inspired by the concept of a TL:DR (too long, didn't read) summary commonly seen in news articles, but not available for parliament proceedings. As news often only ... | ## Inspiration
Our team wanted to develop a application that made it easier for normal people to access information on their representatives and the policy they were pursuing. Our team initially set out to create a project that would bring all the necessary information to the citizen in one place. After brainstorming,... | winning |
# QThrive
Web-based chatbot to facilitate journalling and self-care. Built for QHacks 2017 @ Queen's University. | ## Inspiration
While we were doing preliminary research, we had found overwhelming amounts of evidence of mental health deterioration as a consequence of life-altering lockdown restrictions. Academic research has shown that adolescents depend on friendship to maintain a sense of self-worth and to manage anxiety and de... | ## Inspiration
Amidst the hectic lives and pandemic struck world, mental health has taken a back seat. This thought gave birth to our inspiration of this web based app that would provide activities customised to a person’s mood that will help relax and rejuvenate.
## What it does
We planned to create a platform that... | winning |
## 1. Problem Statement
Design of an AI-based webpage that allows users to use a machine-learning algorithm to determine whether their sitting posture is correct or not.
## 2. Motivation & Objectives
Things became online as a result of the Covid pandemic, including office work and student learning. Sitting in front ... | ## Inspiration
We love music!
## What it does
It lets the user to discover a music from a country they choose (China, Japan or Korea)!
## How we built it
Using VoiceFlow!
## Challenges we ran into
We don't know how to put a skip song button while listening to a song. We still don't know how to do it! Maybe we'll... | # Pose-Bot
### Inspiration ⚡
**In these difficult times, where everyone is forced to work remotely and with the mode of schools and colleges going digital, students are
spending time on the screen than ever before, it not only affects student but also employees who have to sit for hours in front of the screen. Prolon... | losing |
## Inspiration
Kevin, one of our team members, is an enthusiastic basketball player, and frequently went to physiotherapy for a knee injury. He realized that a large part of the physiotherapy was actually away from the doctors' office - he needed to complete certain exercises with perfect form at home, in order to con... | ## Inspiration
The three of us love lifting at the gym. We always see apps that track cardio fitness but haven't found anything that tracks lifting exercises in real-time. Often times when lifting, people tend to employ poor form leading to gym injuries which could have been avoided by being proactive.
## What it doe... | **Come check out our fun Demo near the Google Cloud Booth in the West Atrium!! Could you use a physiotherapy exercise?**
## The problem
A specific application of physiotherapy is that joint movement may get limited through muscle atrophy, surgery, accident, stroke or other causes. Reportedly, up to 70% of patients gi... | winning |
## Inspiration
The inspiration for this project came during a chaotic pre-hackathon week, when two of us missed an important assignment deadline. Despite having taken pictures of the syllabus on a whiteboard, we simply forgot to transfer the dates to our calendars manually. We realized that we weren't alone in this – ... | ## Inspiration
The theme of marketing innovations fascinated us because it is a less common hackathon topic compared to others, such as education and urban planning. Additionally, all of us were into ML.
## What it does
Picture this: you've just published an article, but you're left wondering - will it capture the a... | ## Inspiration
With the ubiquitous and readily available ML/AI turnkey solutions, the major bottlenecks of data analytics lay in the consistency and validity of datasets.
**This project aims to enable a labeller to be consistent with both their fellow labellers and their past self while seeing the live class distribut... | losing |
# Flash Computer Vision®
### Computer Vision for the World
Github: <https://github.com/AidanAbd/MA-3>
Try it Out: <http://flash-cv.com>
## Inspiration
Over the last century, computers have gained superhuman capabilities in computer vision. Unfortunately, these capabilities are not yet empowering everyday people bec... | ## Inspiration
Imagine a world where your best friend is standing in front of you, but you can't see them. Or you go to read a menu, but you are not able to because the restaurant does not have specialized brail menus. For millions of visually impaired people around the world, those are not hypotheticals, they are fac... | ## Inspiration
There was a story about a Grandpa who learnt how to speak English by placing Post-it notes on everything he could get his hands on, just to converse with his grandsons and grand-daughters that lived far away. This let him actively remember the words because he was always looking at the words. With the i... | winning |
## Inspiration
Vancouver is prone to a number of natural disasters, such as Wildfires, Earthquakes and Hailstorms. We wanted to build an Alexa skill that allows families around the world to quiz themselves on safety procedures on a daily basis.
## What it does
**UBCcure** *You, be Secure* is an Alexa skill, a "Safet... | ## Inspiration
Our inspiration was Saqib Shaikh, a software engineer at Microsoft who also happens to be hard of sight. In order to write code, he used a text-to-speech engine that would read back what he wrote. That got us thinking: how do other visually impaired individuals learn how to code and develop software? Wh... | ## Inspiration
• Saw a need for mental health service provision in Amazon Alexa
## What it does
• Created Amazon Alexa skill in Node.js to enable Alexa to empathize with and help a user who is feeling low
• Capabilities include: probing user for the cause of low mood, playing soothing music, reciting inspirational ... | losing |
## Inspiration 💡
We love playing games, and one of our childhood memories was going to Arcades. As technology advances, our favourite pastimes have evolved alongside it. This inspired us to create Two-Pac, a retro-gamified photo album and a classic arcade game inspired by Pac-Man that takes its player on an interacti... | ## Inspiration
1. We got the inspiration from photo album's function of storing people's memory and how museums on a website can combine nostalgia and the educational wisdom from the past.
2. We also came up with the idea of using logic and graph theory to construct the connections between historical tales from a csc2... | ## Inspiration
This year's theme of Nostalgia reminded us of our childhoods, reading stories and being so immersed in them. As a result, we created Mememto as a way for us to collectively look back on the past from the retelling of it through thrilling and exciting stories.
## What it does
We created a web applicati... | losing |
## Inspiration
For many of us social issues have been top of mind in the past few years. However, the method in which social media and mainstream media alerts us to these issues and their events are often through flashy, attention grabbing headlines that prey on our emotions and blind us to the founding principles and... | ## Inspiration
Picture this, I was all ready to go to Yale and just hack away. I wanted to hack without any worry. I wanted to come home after hacking and feel that I had accomplished a functional app that I could see people using. I was not sure if I wanted to team up with anyone, but I signed up to be placed on a UM... | ## Inspiration
Every year hundreds of thousands of preventable deaths occur due to the lack of first aid knowledge in our societies. Many lives could be saved if the right people are in the right places at the right times. We aim towards connecting people by giving them the opportunity to help each other in times of m... | losing |
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