Dataset Versions

v10

2024-04-21 12:24am

Generated on Apr 20, 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 72%
1191Images
Valid Set 17%
275Images
Test Set 11%
177Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 2048x900
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 3 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical

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