Mariya

Final project

Object Detection

Final project Image Dataset

v3

2022-04-12 4:30pm

Generated on Apr 12, 2022

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Dataset Split

Train Set 95%
1071Images
Valid Set %
0Images
Test Set 5%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±10° Vertical
Hue: Between -25° and +25°
Saturation: Between -39% and +39%
Brightness: Between -19% and +19%
Blur: Up to 1px
Noise: Up to 5% of pixels