Dataset Versions

v4

2022-07-07 9:41pm

Generated on Jul 7, 2022

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 92%
690Images
Valid Set 8%
57Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 856x856
Modify Classes: 56 remapped, 55 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 6px

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