Dataset Versions

v9

2023-04-18 1:35pm

Generated on Apr 18, 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 95%
7791Images
Valid Set 5%
402Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 0 remapped, 3 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Bounding Box: Blur: Up to 16.75px
Bounding Box: Noise: Up to 15% of pixels

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