Dataset Versions

v11

As6V11-2022-03-25 5:37pm

Generated on Mar 25, 2022

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 86%
2064Images
Valid Set 10%
244Images
Test Set 4%
100Images

Preprocessing

Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 3 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Exposure: Between -10% and +10%

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