Dataset Versions

v1

2023-06-07 5:48pm

Generated on Jun 7, 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%
75Images
Valid Set 9%
8Images
Test Set 3%
3Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -2% and +2%
Brightness: Between -2% and +2%
Blur: Up to 0.5px
Noise: Up to 1% of pixels