Dataset Versions

v3

2023-07-11 2:49pm

Generated on Jul 11, 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 90%
2345Images
Valid Set 7%
191Images
Test Set 3%
67Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 30x275
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -3% and +3%

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