Dataset Versions

v4

2023-06-15 1:19am

Generated on Jun 14, 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.
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Dataset Split

Train Set 89%
1747Images
Valid Set 6%
123Images
Test Set 5%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 3 rows x 3 columns
Modify Classes: 1 remapped, 0 dropped
Filter Null: Require at least 37% of images to contain annotations.

Augmentations

Outputs per training example: 3
Brightness: Between -40% and +40%
Blur: Up to 1.75px

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