Dataset Versions

v2

2024-04-20 11:01am

Generated on Apr 20, 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 72%
774Images
Valid Set 19%
203Images
Test Set 9%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 7 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 10% of images

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