hand segmentation Computer Vision Model
Versions
419 Total Images
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Dataset Split
Train Set 87%
366Images
Valid Set 9%
35Images
Test Set 4%
18Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 10-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 2.75% of pixels