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Object Detection

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v3

2022-12-07 4:53pm

Generated on Dec 7, 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 70%
418Images
Valid Set 20%
119Images
Test Set 10%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Applied
recycling
2484 images
letters-
1765 images
glass-plastic-trash-cardboard
1991 images