Industrial Defect Detection Computer Vision Tools

There are 18 industrial defect detection tools tracked. The highest-rated is Charmve/Surface-Defect-Detection at 49/100 with 3,964 stars.

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#	Tool	Score	Tier	Stars	Language
1	Charmve/Surface-Defect-Detection 📈 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...	49	Emerging	3,964	Python
2	aviralchharia/Surface-Defect-Detection-in-Hot-Rolled-Steel-Strips This project aims to automatically detect surface defects in Hot-Rolled...	42	Emerging	61	Jupyter Notebook
3	PanithanS/Wafers-Defect-Recognition-using-Visual-Transformer We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer...	42	Emerging	44	Jupyter Notebook
4	memari-majid/Wind-Turbine-Blade-Defect-Detection-with-YOLO-Models Defect Detection with YOLO Family Models	35	Emerging	13	Python
5	hafidh561/steel-defect-detection Steel defect detection is a function of segmentation of defect area in steel...	32	Emerging	3	Python
6	cosminpm/bottle-caps-backend Detection and dentification of bottle caps.	30	Emerging	12	Python
7	PCB-Defect-Detection-and-Classification/atharvam_1732 An industrial-grade automated optical inspection (AOI) system for Printed...	26	Experimental	3	HTML
8	chaffybird56/PCBSolderRobot Built as a final year capstone project; awarded 1st place. A CoreXY robot...	25	Experimental	4	C
9	stephrs/DeepPCB-Defect-Detection-YOLOv8 > Real-time microscopic defect detection pipeline for Printed Circuit Boards...	22	Experimental	—	Jupyter Notebook
10	omair13/defect-detection-system Detect and classify product defects in real-time using AI and computer...	22	Experimental	—	Python
11	SiemonCha/pcb-defect-detection Production PCB defect detection: 99.5% mAP, 3x inference speedup...	17	Experimental	—	Python
12	Anurag-Dutta/Dual-Path-AOI Low-Latency Inline Automated Optical Inspection in Electronics Manufacturing...	17	Experimental	—	Jupyter Notebook
13	Hazrat-Ali9/Deep-Learning-AOI-for-PCBs-Real-Time-YOLO-Detection-of-Missing-Holes-Mouse-Bites-Shorts-and-Spurs ⚽ Deep ⚾ Learning 🥎 AOI PCBs is 🏀 an Automated 🏈 Optical 🎳 Inspection ⛸...	16	Experimental	40	—
14	Vanshk3/Fleet-ai Computer vision system for tyre defect detection — MobileNetV2, 89.6%...	14	Experimental	—	Python
15	LiuCong2017/AI-AVI Automated Visual Inspection （Industry Solution, 工业视觉检测）	11	Experimental	—	—
16	SainathPattipati/visual-inspection-ai Deep learning visual inspection system for manufacturing — real-time defect...	11	Experimental	—	—
17	DoNguyenAnhTuan/Detect-PCB The goal of this project is to apply deep learning methods and image...	10	Experimental	1	HTML
18	canhlong18/capstone-ceramic-tile-defects-recognition Recognize defects on ceramic tile images based on object detection, and...	10	Experimental	2	Python