Dataset Versions

v3

2022-12-27 3:46pm

Generated on Dec 27, 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 87%
14075Images
Valid Set 8%
1300Images
Test Set 5%
850Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 00005 rows x 00005 columns

Augmentations

Outputs per training example: 3
Blur: Up to 10px

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