Dataset Versions

v1

2023-09-10 5:30pm

Generated on Sep 10, 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.
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Dataset Split

Train Set 87%
2077Images
Valid Set 8%
198Images
Test Set 4%
99Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 220x220

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Blur: Up to 2.5px

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