Dataset Versions

v7

2024-05-17 9:29am

Generated on May 17, 2024

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 98%
1905Images
Valid Set 1%
27Images
Test Set 0%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x480
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Brightness: Between 0% and +70%
Blur: Up to 1px

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