Dataset Versions

v13

2023-10-04 3:24pm

Generated on Oct 4, 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 100%
153Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 7 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Blur: Up to 1.5px
Noise: Up to 12% of pixels

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