Dataset Versions

v1

2023-01-14 7:05pm

Generated on Jan 15, 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%
162Images
Valid Set 8%
15Images
Test Set 5%
9Images

Preprocessing

Resize: Stretch to 850x640

Augmentations

Outputs per training example: 3
Saturation: Between -30% and +30%
Brightness: Between -43% and +43%
Exposure: Between -21% and +21%

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