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glycocare-portion-estimator
Maheentouqeer1/glycocare-portion-estimator
glycocare-portion-estimator is a machine learning model from Maheentouqeer1. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Developed by Maheen Touqeer — a Pakistani AI student focused on healthcare innovation.
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Updated Nov 6, 2025
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- Access
- Public
- Created
- Nov 6, 2025
- Updated
- Nov 6, 2025
- SHA
- 3f88064f
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Model card
From the Hugging Face model README
🧠 GlycoCare+ Portion Estimation Model
Developed by Maheen Touqeer — a Pakistani AI student focused on healthcare innovation.
This model estimates food portion size (in grams) from images of 61 Pakistani dishes using:
- YOLOv8 segmentation for food region detection
- MiDaS depth estimation for 3D volume inference
- Metadata-based conversion for accurate weight calculation
💡 Use case: Diabetic, BP, and heart patients for automatic food glucose estimation and meal planning.
🚀 Built as part of the GlycoCare+ AI Health Assistant Project.
- Created
- Nov 6, 2025
- Updated
- Nov 6, 2025