Dataset Versions

v21

2024-10-10 6:15am

Generated on Oct 10, 2024

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 79%
944Images
Valid Set 18%
218Images
Test Set 3%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 300x300

Augmentations

Outputs per training example: 3
Brightness: Between -16% and +16%
Bounding Box: Brightness: Between -20% and +20%