Dataset Versions

v16

2023-07-19 12:02pm

Generated on Jul 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 87%
2530Images
Valid Set 8%
240Images
Test Set 4%
126Images

Preprocessing

Resize: Stretch to 800x800
Modify Classes: 4 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -29% and +29%

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