Dataset Versions

v8

1024x1024_modified

Generated on Oct 12, 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 90%
807Images
Valid Set 6%
58Images
Test Set 3%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Brightness: Between -15% and +15%