PlasticsGo Computer Vision Dataset

bySydney BlackTask:
Object Detection
License:CC BY 4.014 views
Versions
Dataset Version
v1

PlasticsGo-

Generated on Apr 17, 2022

Dataset Split

Train Set 86%
57Images
Valid Set 8%
5Images
Test Set 6%
4Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 6-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each
Bounding Box: Rotation: Between -15° and +15°

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