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Cat and Dogs

Classification

Cat and Dogs Image Dataset

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Versions!
2023-09-27 7:20pm
v1
·
9 months ago
4456
v1

2023-09-27 7:20pm

Generated on Sep 27, 2023
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4456 Total Images

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Dataset Split

Train Set 88%
3900Images
Valid Set 8%
372Images
Test Set 4%
184Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels