Dataset Versions

v19

2024-06-03 8:27am

Generated on Jun 3, 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 74%
1394Images
Valid Set 17%
322Images
Test Set 9%
163Images

Preprocessing

Auto-Orient: Applied
Static Crop: 23-58% Horizontal Region, 42-77% Vertical Region
Resize: Stretch to 860x860

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images

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