Dataset Versions

v4

2023-10-06 5:37pm

Generated on Oct 6, 2023

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 92%
171Images
Valid Set 4%
7Images
Test Set 4%
7Images

Preprocessing

Resize: Stretch to 320x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between 0% and +12%
Exposure: Between -9% and +9%
Noise: Up to 2% of pixels