---
license: cc-by-nc-4.0
task_categories:
- image-classification
- object-detection
- image-segmentation
language:
- en
tags:
- anomaly-detection
- industrial-inspection
- academic-only
pretty_name: ADNet
size_categories:
- 10GB-100GB
---

# ADNet

## Access & Licensing

**ADNet is released for ACADEMIC RESEARCH PURPOSES ONLY.**

The dataset is protected under the **CC-BY-NC 4.0 License** (Attribution-NonCommercial 4.0 International). Commercial use is strictly prohibited.

To access the dataset, you must apply with your **institutional email address** (e.g., `.edu`, `.ac.cn`).
* Requests from personal emails (e.g., Gmail, Outlook) or commercial domains may be rejected.
* Please clearly state your university/institution and the intended research use in the application form.

> **Note:** We review requests manually. Please allow 1-2 working days for approval.

---

## 🔍 Dataset Description

**ADNet** provides a challenging benchmark for industrial anomaly detection and localization. It covers various object categories with high-resolution images, designed to evaluate the robustness of anomaly detection algorithms in real-world manufacturing scenarios.

* **Categories:** Multiple industrial objects (e.g., metal parts, textures, electronics).
* **Tasks:** Image-level Anomaly Detection, Pixel-level Anomaly Localization.
* **Format:** The dataset is distributed as category-wise `.zip` archives.