Dataset Versions

v44

2022-11-28 7-08pm_r_ex_br_bl

Generated on Nov 29, 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 90%
168Images
Valid Set 9%
17Images
Test Set 1%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 756x1008

Augmentations

Outputs per training example: 4
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.25px