Dataset Versions

v1

2024-02-25 11:28pm

Generated on Feb 25, 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 %
0Images
Valid Set 100%
487Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -22% and +22%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.6px
Noise: Up to 0.22% of pixels