Dataset Versions

v5

2023-01-18 11:17am

Generated on Jan 18, 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
Choose another format.

Dataset Split

Train Set 91%
300Images
Valid Set 7%
24Images
Test Set 2%
6Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Exposure: Between -30% and +30%
Blur: Up to 10px
Noise: Up to 10% of pixels

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