Dataset Versions

v4

2023-06-14 3:45pm

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.
Other Formats
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Dataset Split

Train Set 92%
2947Images
Valid Set 8%
252Images
Test Set 1%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024
Tile: 5 rows x 5 columns
Filter Null: Require at least 40% of images to contain annotations.

Augmentations

Outputs per training example: 3
Brightness: Between -40% and +40%
Blur: Up to 2px

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