Dataset Versions

v1

2023-11-01 1:41am

Generated on Oct 31, 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.
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Dataset Split

Train Set 82%
3642Images
Valid Set 9%
400Images
Test Set 9%
376Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 2
Grayscale: Apply to 85% of images
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 74% Maximum Zoom

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