Dataset Versions

v5

2023-07-04 1:15pm

Generated on Jul 4, 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 89%
11100Images
Valid Set 6%
700Images
Test Set 6%
714Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x768

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 2.5px

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