Dataset Versions

v5

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Generated on May 16, 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%
1203Images
Valid Set 6%
83Images
Test Set 6%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x480
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Blur: Up to 1.5px
Noise: Up to 3% of pixels