Dataset Versions

v4

2024-06-17 9:13am

Generated on Jun 17, 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 88%
630Images
Valid Set 8%
56Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x360

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Saturation: Between -18% and +18%
Brightness: Between -18% and +18%

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