Dataset Versions

v1

2024-07-25 5:30am

Generated on Jul 25, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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