Dataset Versions

v8

2023-03-23 10:29pm

Generated on Mar 24, 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 16%
18Images
Valid Set 67%
75Images
Test Set 17%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 31 remapped, 49 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Mosaic: Applied