Dataset Versions
v3
kilang
Generated on Sep 13, 2024
173 Total Images
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Dataset Split
Train Set 87%
150Images
Valid Set 10%
17Images
Test Set 3%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 3.5px
Noise: Up to 0.5% of pixels