Dataset Versions

v4

2024-02-02 9:31pm

Generated on Feb 2, 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 79%
1972Images
Valid Set 15%
365Images
Test Set 7%
172Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 4 remapped, 2 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal