Dataset Versions

v9

2023-02-15 8:12pm

Generated on Feb 15, 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.
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Dataset Split

Train Set 70%
6269Images
Valid Set 30%
2704Images
Test Set %
0Images

Preprocessing

Modify Classes: 1 remapped, 42 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal
Grayscale: Apply to 20% of images
Saturation: Between -71% and +71%
Noise: Up to 3% of pixels
Mosaic: Applied
Bounding Box: Noise: Up to 2% of pixels

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