Capstone model

human detection

Object Detection

human detection Image Dataset

v4

2024-01-26 8:16pm

Generated on Jan 26, 2024

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Dataset Split

Train Set 92%
405Images
Valid Set 5%
20Images
Test Set 3%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -11° and +11°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -3° and +3°