Dataset Versions

v3

2023-06-20 8:02pm

Generated on Jun 20, 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 87%
1650Images
Valid Set 7%
136Images
Test Set 6%
104Images

Preprocessing

Resize: Stretch to 1280x720
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -23° and +23°
Bounding Box: Noise: Up to 1% of pixels