Dataset Versions

v10

2023-03-02 9:11am

Generated on Mar 2, 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
Choose another format.

Dataset Split

Train Set 89%
2228Images
Valid Set 11%
286Images
Test Set %
0Images

Preprocessing

Resize: Fill (with center crop) in 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Bounding Box: Brightness: Between -30% and +30%

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