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  base_model:
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  - Ultralytics/YOLO26
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  pipeline_tag: image-segmentation
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  base_model:
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  - Ultralytics/YOLO26
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  pipeline_tag: image-segmentation
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+ ---
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+ # Car Damage Type Model
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+ 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.
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+ ## Model Details
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+ - **Model type:** Object Detection and Segmentation (YOLOv26 via Ultralytics)
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+ - **Task:** Vehicle Damage Type Detection
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+ ## Intended Use
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+ 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.
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+ ## Detected Classes
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+ The model detects and localizes the following 6 classes of damage:
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+ - `0`: **crack** - Cracks on car body panels or lights.
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+ - `1`: **dent** - Indentations or structural dents.
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+ - `2`: **glass shatter** - Shattered or completely broken glass (windshields, windows).
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+ - `3`: **lamp broken** - Broken headlights or tail lights.
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+ - `4`: **scratch** - Paint scratches or surface abrasions.
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+ - `5`: **tire flat** - Deflated or flat tires.
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+ ![train_val_curves](https://cdn-uploads.huggingface.co/production/uploads/696b86293adc65f5022974c4/Ya2f96TpdDQi8ogv7fDp6.png)
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+ ![confusion_matrix_normalized](https://cdn-uploads.huggingface.co/production/uploads/696b86293adc65f5022974c4/imDvz3dAz-1pNQBOTGah0.png)
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