cat-dog Image Dataset
Versions
v1
2024-05-08 12:28am
Generated on May 7, 2024
6124 Total Images
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Dataset Split
Train Set 82%
5004Images
Valid Set 9%
560Images
Test Set 9%
560Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
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