RPS Gesture Computer Vision Model
7019 Total Images
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Dataset Split
Train Set 88%
6141Images
Valid Set 6%
439Images
Test Set 6%
439Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Noise: Up to 1.93% of pixels