nanopiero
/

weow

@@ -1,33 +1,47 @@
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 language:
 - en
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-# Model Card for Model ID
-ResNet50 trained to provide a relative estimation of snow-cover and horizontal visibility from webcam images.
-Please find details and a quick colab starter on github/nanopiero/weow.
-## Model Details
-### Model Description
-<!-- Provide a longer summary of what this model is. -->
 - **Developed by:** Pierre Lepetit
-- **Funded by [optional]:** Météo-France
-- **Model type:** ResNet50
-- **Language(s) (NLP):** English
 - **License:** CC by 4.0
-## Uses
-ResNet outputs are averaged to provide proxies of snow-cover and visibility.
-### Direct Use
-see https://github.com/nanopiero/weow/blob/main/notebooks/example_usage.ipynb

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 language:
 - en
+license: cc-by-4.0
+tags:
+- snow-cover-estimation
+- visibility-estimation
+- resnet50
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+# Model Card for Snow-Cover and Visibility Estimation using ResNet50
+This ResNet50 model is trained to provide a relative estimation of snow cover and horizontal visibility from webcam images. The model outputs are averaged to provide proxies for these two weather-related metrics.
+For details and a quick starter Colab, visit [GitHub repository](https://github.com/nanopiero/weow).
+## Model Details
+### Model Description
+This model leverages a ResNet50 architecture to estimate snow cover and visibility based on webcam imagery. It was trained using a dataset of images captured in varying weather and lighting conditions, making it suitable for outdoor use.
 - **Developed by:** Pierre Lepetit
+- **Funded by:** Météo-France
+- **Model type:** Convolutional Neural Network (ResNet50)
+- **Language(s):** N/A (not applicable for this non-NLP model)
 - **License:** CC by 4.0
+- **Training data:** Webcam images from various outdoor environments, annotated for snow cover and visibility.
+### Input and Output
+- **Input:** Webcam images (standard format, JPEG/PNG, etc.) of outdoor environments.
+- **Output:**
+  - Relative snow cover estimation.
+  - Relative Horizontal visibility estimation.
+## Uses
+### Intended Use
+This model is designed for:
+- Monitoring snow cover in outdoor environments.
+- Estimating visibility conditions in real-time based on webcam imagery.
+### Direct Use
+Refer to the example notebook for direct use: [example_usage.ipynb](https://github.com/nanopiero/weow/blob/main/notebooks/example_usage.ipynb)