Dataset Versions

v4

2023-10-08 6:57pm

Generated on Oct 8, 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 82%
894Images
Valid Set 12%
134Images
Test Set 5%
58Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Exposure: Between -25% and +25%
Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels

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