Dataset Versions

v5

2024-02-15 3:14pm

Generated on Feb 15, 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 89%
513Images
Valid Set 9%
54Images
Test Set 1%
8Images

Preprocessing

Resize: Stretch to 832x512

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.5px

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