R_Task3 Computer Vision Dataset
880 Total Images
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Dataset Split
Train Set 95%
833Images
Valid Set 5%
46Images
Test Set 0%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x480
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.02% of pixels
Camera Gain: Variance: 0.05