AmecProject

Plastic-Measurement-Yolo

Object Detection

Plastic-Measurement-Yolo Image Dataset

v1

Yolo-Plastic

Generated on Jun 19, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
906Images
Valid Set 8%
87Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -40% and +40%
Blur: Up to 3.5px
Noise: Up to 6% of pixels