Dataset Versions

v5

2023-10-28 3:13am

Generated on Oct 27, 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 84%
1024Images
Valid Set 11%
135Images
Test Set 5%
60Images

Preprocessing

Resize: Stretch to 832x832

Augmentations

Outputs per training example: 2
Grayscale: Apply to 100% of images
Saturation: Between -50% and +50%

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