Dataset Versions
Versions
v1
AugmentedFriends
Generated on Jun 13, 2022
349 Total Images
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Dataset Split
Train Set 88%
306Images
Valid Set 8%
29Images
Test Set 4%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%