Dataset Versions

v9

2020-07-28 10:52pm

Generated on Jul 29, 2020

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%
1428Images
Valid Set 8%
136Images
Test Set 4%
68Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 12 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Mosaic: Applied