Dataset Versions

v3

V1

Generated on Jan 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 70%
302Images
Valid Set 20%
87Images
Test Set 10%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 23 remapped, 3 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 100% of images