Dataset Versions
v2
2023-06-03 12:39am
Generated on Jun 2, 2023
2152 Total Images
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Dataset Split
Train Set 87%
1878Images
Valid Set 13%
274Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 7 remapped, 16 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -40° and +40°
Shear: ±33° Horizontal, ±33° Vertical
Grayscale: Apply to 25% of images
Hue: Between -77° and +77°
Blur: Up to 2.5px
Noise: Up to 8% of pixels
Bounding Box: Rotation: Between -32° and +32°
Bounding Box: Shear: ±34° Horizontal, ±35° Vertical