Dataset Versions

v3

2023-01-19 3:59pm

Generated on Jan 19, 2023

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.
Other Formats
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Dataset Split

Train Set 88%
38Images
Valid Set 7%
3Images
Test Set 5%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 9 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -1% and +1%
Brightness: Between -1% and +1%