Dataset Versions

v10

2023-09-21 3:33pm

Generated on Sep 21, 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 89%
1428Images
Valid Set 7%
106Images
Test Set 4%
68Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 14% of images
Hue: Between -90° and +90°

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