Dataset Versions

v3

V2_Rename

Generated on Sep 5, 2021

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%
16875Images
Valid Set 2%
375Images
Test Set 2%
375Images

Preprocessing

Resize: Stretch to 416x416
Tile: 5 rows x 5 columns
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require at least 30% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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