Dataset Versions

v1

2024-12-13 7:25pm

Generated on Dec 13, 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 43%
60Images
Valid Set 43%
60Images
Test Set 14%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1.49% of pixels