Dataset Versions

v17

2024-05-02 2:58pm

Generated on May 2, 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
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Dataset Split

Train Set 69%
1559Images
Valid Set 20%
449Images
Test Set 11%
255Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 2048x900
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 1 remapped, 0 dropped
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

No augmentations were applied.

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