Vehicle Damage Detection ML Frameworks

AI systems for automated detection, classification, and assessment of vehicle/car damage from images using computer vision models (YOLO, Mask R-CNN, CNN). Does NOT include general object detection frameworks, road/infrastructure damage detection, or package/container damage detection.

There are 12 vehicle damage detection frameworks tracked. The highest-rated is artemxdata/Car-Damage-Assessment-AI at 39/100 with 8 stars.

Get all 12 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=vehicle-damage-detection&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	artemxdata/Car-Damage-Assessment-AI Computer Vision system for automatic car damage detection and assessment	39	Emerging	8	Python
2	Mostafa-Hesham1/Vehicle-Souq AI-powered platform for Egypt's used car market featuring vehicle...	24	Experimental	1	HTML
3	RBoabeng/infrastructure-defect-detection-yolo An automated Computer Vision pipeline using YOLOv8 to detect structural ...	22	Experimental	4	Jupyter Notebook
4	machichiotte/machi08_damage-control-ai 🤖 AI-powered car damage assessment platform. Automating insurance claims...	19	Experimental	—	Vue
5	migueltrujillo07/water-puddle-detection-paper Water puddle detection on roads using YOLO-based object detection for...	19	Experimental	—	—
6	ebeyabraham/car-damage-detection Detectron2 for car damage detection using custom dataset	17	Experimental	28	Jupyter Notebook
7	Rkbro0/Car_damage_detection_web_App Web application of car damage detector	16	Experimental	4	Jupyter Notebook
8	leen449/2026-GP1-Group7 CrashLens is a graduation project that applies computer vision and deep...	14	Experimental	—	Dart
9	lintosunny/car-damage-detection Deep learning-based web app that uses a Convolutional Neural Network (CNN)...	11	Experimental	—	Jupyter Notebook
10	Sreevarshan-fin/4_Car_Damage_Detection_Deep_Learning A system-driven car damage detection solution designed to classify vehicle...	11	Experimental	—	Jupyter Notebook
11	kokilamariyayi/vehicle-damage-assess AI-powered vehicle damage detection system using YOLOv8 + EfficientNet-B4 —...	11	Experimental	—	Python
12	Keshx-3/Car_Damage_Predictor Car Damage Detection is a deep learning-based solution designed to classify...	10	Experimental	1	Jupyter Notebook