Charmve/Surface-Defect-Detection resource
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance. observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2166
- days_rel: n/a
- days_push: 828
- n_releases_24m: 0
Adoption not part of the score
4101 stars · 608 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A curated collection of open-source datasets and key research papers for industrial surface defect detection, covering areas like PCB, metal, and semiconductor surfaces. It serves as a reference hub for machine-vision-based quality inspection research.
Use cases
- find datasets for surface defect detection
- research papers on industrial defect inspection
- train a deep learning model to detect PCB defects
- benchmark defect detection algorithms on public datasets
- build a machine vision quality inspection system
- learn about image segmentation for defect localization
When to choose
- you need a comprehensive index of defect detection datasets and papers
- you are researching industrial visual quality inspection
- you want ready download links for defect image datasets
When to avoid
- you need a ready-to-run defect detection model or production tool
- you want a general-purpose computer vision library
- you need non-image defect inspection methods
Facets
dataset · maturity active
computer-vision image-processing machine-learning deep-learning computer-vision image-processing machine-learning awesome-lists python cross-platform surface-defect-detection industrial-inspection dataset-collection paper-collection pcb-defects image-segmentation quality-inspection
2 sources
- readme: https://github.com/Charmve/Surface-Defect-Detection · fetched 2026-08-28 · f00b3b5c2d12
- homepage: https://github.com/Charmve/computer-vision-in-action · fetched 2026-08-29 · 91d6ce023cbf
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| Charmve/Surface-Defect-Detection | main | 23 |
For agents
markdown · JSON · MCP: product_card(name="Charmve/Surface-Defect-Detection")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem