classification01

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DogvsCat

Classification

DogvsCat Image Dataset

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Versions
AUG_FlipBlurNoiseSat
v2
Mar 3, 2024
default_2024-03-03 3-08pm
v1
Mar 3, 2024
v2

AUG_FlipBlurNoiseSat

Generated on Mar 3, 2024
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10232 Total Images

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Dataset Split

Train Set 82%
8426Images
Valid Set 12%
1204Images
Test Set 6%
602Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Saturation: Between -16% and +16%
Blur: Up to 1.5px
Noise: Up to 0.22% of pixels