golem Computer Vision Dataset
3224 Total Images
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Dataset Split
Train Set 92%
2976Images
Valid Set %
0Images
Test Set 8%
248Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 50x50
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -32% and +32%
Blur: Up to 1.5px
Noise: Up to 6.59% of pixels
Cutout: 2 boxes with 18% size each