traffic-density-4k Computer Vision Model
10469 Total Images
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Dataset Split
Train Set 88%
9150Images
Valid Set 8%
876Images
Test Set 4%
443Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 5% of images
Brightness: Between -24% and +0%
Blur: Up to 0.2px
Noise: Up to 0.46% of pixels