new-workspace-jnnpf

number_realplayer

Object Detection

number_realplayer Image Dataset

v1

PersonImages_BestAugmentation

Generated on Dec 22, 2021

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Pascal VOC XML
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Dataset Split

Train Set 87%
1077Images
Valid Set 8%
103Images
Test Set 4%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 43% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 32% of images
Hue: Between -58° and +58°
Brightness: Between -25% and +25%
Exposure: Between -16% and +16%
Blur: Up to 1.75px
Cutout: 5 boxes with 15% size each