Dataset Versions

v3

2024-05-27 11:54am

Generated on May 27, 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.
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Dataset Split

Train Set 87%
407Images
Valid Set 8%
39Images
Test Set 4%
20Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 11% of images
Brightness: Between -15% and +15%

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