Dataset Versions

v7

2021-10-12 1:46am

Generated on Oct 11, 2021

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 86%
3039Images
Valid Set 14%
495Images
Test Set 0%
14Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 31% Maximum Zoom
Mosaic: Applied