random_bin_more_data Dataset
Versions
v3
2024-05-09 3:37am
Generated on May 8, 2024
4009 Total Images
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Dataset Split
Train Set 87%
3507Images
Valid Set 8%
334Images
Test Set 4%
168Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels