Dataset Versions

v24

2023-08-11 12:14pm

Generated on Aug 11, 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 88%
2682Images
Valid Set 10%
318Images
Test Set 1%
44Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Saturation: Between -15% and +15%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 2.5px
Noise: Up to 1% of pixels