Dataset Versions

v5

2024-10-22 4:34pm

Generated on Oct 22, 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 85%
102Images
Valid Set 7%
8Images
Test Set 8%
10Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -1° and +1°
Bounding Box: Brightness: Between -1% and +1%
Bounding Box: Noise: Up to 0.02% of pixels