Dataset Versions

v9

2024-06-12 2:09pm

Generated on Jun 12, 2024

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 70%
2060Images
Valid Set 11%
337Images
Test Set 19%
554Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 9 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°