Dataset Versions

v1

2024-06-12 4:01pm

Generated on Jun 12, 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 100%
1194Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 220x220

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Saturation: Between -15% and +15%
Brightness: Between -4% and +4%
Exposure: Between -3% and +3%
Blur: Up to 0.2px
Noise: Up to 0.1% of pixels