Dataset Versions

v6

2023-03-26 3:15pm

Generated on Mar 26, 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 71%
472Images
Valid Set 20%
130Images
Test Set 9%
63Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 412x412

Augmentations

Outputs per training example: 1
Grayscale: Apply to 15% of images
Exposure: Between -25% and +25%