Dataset Versions

v1

2023-06-30 5:30am

Generated on Jun 29, 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 %
0Images
Valid Set 50%
876Images
Test Set 50%
880Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 1024x512
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 1 rows x 2 columns
Modify Classes: 12 remapped, 3 dropped
Filter Null: Require at least 96% of images to contain annotations.

Augmentations

No augmentations were applied.

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