Dataset Versions

v10

2023-06-22 5:36pm

Generated on Jun 22, 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 88%
828Images
Valid Set 5%
45Images
Test Set 7%
67Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit within 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -50% and +50%
Brightness: Between -50% and +50%
Noise: Up to 11% of pixels
Bounding Box: Blur: Up to 10.25px

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