Dataset Versions

v2

2023-02-14 11:51am

Generated on Feb 14, 2023

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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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1 Total Images

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Dataset Split

Train Set %
0Images
Valid Set %
0Images
Test Set 100%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 6% of pixels
Mosaic: Applied

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