nrc

5class_page

Object Detection

5class_page Image Dataset

v9

2023-09-06 3:02am

Generated on Sep 5, 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 92%
2241Images
Valid Set 8%
187Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x800

Augmentations

Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 100% of images
Brightness: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 5% of pixels

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