CountObject Computer Vision Model
1663 Total Images
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Dataset Split
Train Set 91%
1506Images
Valid Set 5%
91Images
Test Set 4%
66Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.85% of pixels