Dataset Versions

v5

2023-03-28 12:39pm

Generated on Mar 28, 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 70%
19Images
Valid Set 15%
4Images
Test Set 15%
4Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 3 remapped, 2 dropped

Augmentations

Outputs per training example: 1
Saturation: Between -34% and +34%