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food-calorie-estimation

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A Python project that estimates the calorie content of food from images. It enhances images using CLAHE, extracts color and texture features, and classifies food using machine learning models such as SVM and Random Forest. The predicted food class is then mapped to a reference calorie dataset to provide estimated calories for a given portion.

  • Updated Feb 5, 2026
  • Jupyter Notebook

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