Dataset Versions

v11

2024-07-28 4:44am

Generated on Jul 28, 2024

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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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Dataset Split

Train Set 99%
300Images
Valid Set 0%
1Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Static Crop: 9-73% Horizontal Region, 14-89% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%

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