Dataset Versions
Versions
v1
2021-08-28 1:08am
Generated on Aug 28, 2021
5952 Total Images
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Dataset Split
Train Set 88%
5208Images
Valid Set 8%
496Images
Test Set 4%
248Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Brightness: Between -60% and +60%
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°