Quentin Chui

ped_police_warden

Object Detection

ped_police_warden Image Dataset

v1

2023-07-27 3:57pm

Generated on Jul 27, 2023

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Dataset Split

Train Set 92%
144Images
Valid Set 8%
12Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -37% and +37%
Brightness: Between -25% and +25%
Exposure: Between -13% and +13%
Blur: Up to 0.5px
Noise: Up to 7% of pixels
Cutout: 3 boxes with 10% size each
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tw
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