Dataset Versions

v16

2022-10-16 11:42am

Generated on Oct 16, 2022

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 88%
4616Images
Valid Set 8%
419Images
Test Set 4%
208Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical

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