Plastic Detection V1 Dataset

v4

2023-07-26 12:08am

Generated on Jul 25, 2023

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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.
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Dataset Split

Train Set 96%
2043Images
Valid Set 3%
64Images
Test Set 1%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 25% Minimum Zoom, 50% Maximum Zoom
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -1% and +1%
Bounding Box: Exposure: Between -1% and +1%