Dataset Versions

v14

2023-12-01 2:59am

Generated on Nov 30, 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 59%
256Images
Valid Set 34%
149Images
Test Set 6%
27Images

Preprocessing

Modify Classes: 0 remapped, 12 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Crop: 40% Minimum Zoom, 60% Maximum Zoom
Rotation: Between -15° and +15°