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humans_classif

Classification

humans_classif Image Dataset

Versions
2021-12-09 5:28pm
v1
Dec 9, 2021
v1

2021-12-09 5:28pm

Generated on Dec 9, 2021
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12875 Total Images

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Dataset Split

Train Set 87%
11265Images
Valid Set 8%
1073Images
Test Set 4%
537Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 5% of pixels