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MCQS BOOK

Object Detection

MCQS BOOK Image Dataset

v16

2024-03-01 10:48am

Generated on Mar 1, 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 91%
742Images
Valid Set 4%
30Images
Test Set 6%
47Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 480x480
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down