Dataset Versions

v13

2024-05-25 8:29pm

Generated on May 25, 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 96%
18642Images
Valid Set 3%
622Images
Test Set 0%
68Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Brightness: Between -70% and +70%
Blur: Up to 1.1px

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