dogcatbird Dataset
v2
2024-10-04 11:39am
Generated on Oct 4, 2024
113 Total Images
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Dataset Split
Train Set 88%
99Images
Valid Set 8%
9Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Grayscale: Apply to 56% of images
Hue: Between -15° and +15°
Blur: Up to 8.6px
Noise: Up to 8.06% of pixels
Cutout: 24 boxes with 12% size each