Dataset Versions

v35

2023-04-21 3:38pm

Generated on Apr 21, 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 98%
5686Images
Valid Set 2%
105Images
Test Set %
0Images

Preprocessing

Modify Classes: 0 remapped, 39 dropped
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 2% of pixels

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