Dataset Versions

v21

2023-08-17 2:42pm

Generated on Aug 17, 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 91%
3602Images
Valid Set 5%
200Images
Test Set 4%
155Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 24% of images
Saturation: Between -22% and +22%
Exposure: Between -18% and +18%

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