Dataset Versions

v3

2022-01-20 8:06am

Generated on Jan 20, 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 92%
5832Images
Valid Set 8%
516Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 416x416
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 2
Saturation: Between -25% and +25%
Brightness: Between -40% and +40%

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