Dataset Versions

v9

2023-04-08 3:49pm

Generated on Apr 8, 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 100%
33Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 19 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -14% and +14%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -15% and +15%

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