Dataset Versions
v1
2022-09-13 10:50am
Generated on Sep 13, 2022
7200 Total Images
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Dataset Split
Train Set 88%
6300Images
Valid Set 8%
600Images
Test Set 4%
300Images
Preprocessing
Static Crop: 5-95% Horizontal Region, 5-95% Vertical Region
Resize: Stretch to 32x32
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels