Dataset Versions

v4

2021-08-23 3:15pm

Generated on Aug 23, 2021

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 92%
540Images
Valid Set %
0Images
Test Set 8%
48Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Blur: Up to 2px