Dataset Versions

v18

2023-04-15 9:47am

Generated on Apr 15, 2023

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 71%
97Images
Valid Set 18%
25Images
Test Set 10%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x360

Augmentations

Outputs per training example: 1
Saturation: Between -50% and +50%
Brightness: Between 0% and +15%
Blur: Up to 1.25px