Human detection Computer Vision Model

byDATNTask:
Object Detection
License:CC BY 4.041 views2 downloads
Dataset Version
v3

2024-05-05 9:41pm

Generated on May 5, 2024

Dataset Split

Train Set 84%
1182Images
Valid Set 12%
163Images
Test Set 4%
62Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 10% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1.01% of pixels

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