SPLIT 3

waste-classifier-recycle

Object Detection

waste-classifier-recycle Image Dataset

v3

2024-06-23 7:11pm

Generated on Jun 23, 2024

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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 86%
4395Images
Valid Set 9%
470Images
Test Set 5%
234Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Unclean-plastic-bottles
110 images
PET_CLEAN-PET_NOTCLEAN-PET_BLUE
2128 images
Plastic-bottle
3920 images