Car Damage Type Segmentation
This repository contains the Car Damage Type Detection model. It uses a YOLO architecture to identify and classify specific types of physical damage on vehicles.
Model source
- Kind
- Other
- File size
- 60.5 MB
- Base model
- Ultralytics/YOLO26
- Version
- vBest
- Updated
- Oct 10, 2026
- Source
- Hugging Face
Source description
Car Damage Type Model
This repository contains the Car Damage Type Detection model. It uses a YOLO architecture to identify and classify specific types of physical damage on vehicles.
Model Details
- Model type: Object Detection and Segmentation (YOLOv26 via Ultralytics)
- Task: Vehicle Damage Type Detection
Intended Use
This model is intended for detecting and classifying physical damage on vehicles in images or video frames. It can be used as a standalone detector or integrated into a larger pipeline.
Detected Classes
The model detects and localizes the following 6 classes of damage:
0: crack - Cracks on car body panels or lights.1: dent - Indentations or structural dents.2: glass shatter - Shattered or completely broken glass (windshields, windows).3: lamp broken - Broken headlights or tail lights.4: scratch - Paint scratches or surface abrasions.5: tire flat - Deflated or flat tires.
train_val_curves
confusion_matrix_normalized
Sources
1 source
Sources
1 sourceVerified Oct 10
Model artifacts
1 artifact
Model artifacts
1 artifactSource excerpts
2 excerpts
Source excerpts
2 excerpts--- license: apache-2.0 language: - en base_model: - Ultralytics/YOLO26 pipeline_tag: image-segmentation --- # Car Damage Type Model This repository contains the Car Damage Type Detection model. It uses a YOLO architecture to identify and classify specific types of physical damage on vehicles. ## Model Details - **Model type:** Object Detection and Segmentation (YOLOv26 via Ultralytics) - **Task:** Vehicle Damage Type Detection ## Intended Use This model is intended for detecting and classifying physical damage on vehicles in images or video frames. It can be used as a standalone detector or integrated into a larger pipeline. ## Detected Classes The model detects and localizes the following 6 classes of damage: - `0`: **crack** - Cracks on car body panels or lights. - `1`: **dent** - Indentations or structural dents. - `2`: **glass shatter** - Shattered or completely broken glass (windshields, windows). - `3`: **lamp broken** - Broken headlights or tail lights. - `4`: **scratch** - Paint scratches or surface abrasions. - `5`: **tire flat** - Deflated or flat tires.  
Source context: 0 downloads · 0 likes · Pipeline image-segmentation · Repo Danishali273/Car-Damage-Type-Segmentation
