Moschip Chinmaya

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Face_recognition_v2

Classification

Face_recognition_v2 Image Dataset

Versions
Face_recognition_v3
v4
Nov 21, 2022
Face_version3
v2
Nov 18, 2022
Face_version2
v1
Nov 18, 2022
v4

Face_recognition_v3

Generated on Nov 21, 2022
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1297 Total Images

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Dataset Split

Train Set 92%
1197Images
Valid Set %
0Images
Test Set 8%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 96x112
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Applied
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%