Dataset Versions
v7
V6_dataset_final_avant_entrainement
Generated on Jan 30, 2024
746 Total Images
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Dataset Split
Train Set 84%
624Images
Valid Set 11%
84Images
Test Set 5%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 128x128
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Blur: Up to 2.5px
Noise: Up to 0.85% of pixels
Cutout: 4 boxes with 15% size each
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical