Data · dataset · 2026
ADNet
Listed in Hugging Face Datasets
ADNet ADNet is a large-scale, multi-domain benchmark for visual anomaly detection and localization.
Description
It contains 196,294 RGB images from 380 real-world categories across five application domains: Electronics, Industry, Agrifood, Infrastructure, and Medical. ADNet standardizes data collected from 49 publicly available anomaly-detection datasets into a unified MVTec-style structure.
The benchmark supports normal-only training, image-level anomaly detection, pixel-level anomaly… See the full description on the dataset page: huggingface.co/datasets/linglingling009/ADNet.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/linglingling009/ADNet ↗
Gated (manual) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2511.20169 arxiv.org/abs/2511.20169 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/linglingling009/ADNet ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image classification · image segmentation · object detection
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | linglingling009/ADNet | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:image-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:image-segmentation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:object-detection | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |