Dataset Versions

v9

2024-09-09 9:51am

Generated on Sep 9, 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 87%
1395Images
Valid Set 8%
131Images
Test Set 4%
69Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Bounding Box: Brightness: Between -15% and +15%

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