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Is your feature request related to a problem? Please describe. A clear and concise description of what the problem is
Describe the solution you'd like Develop a system to classify images of food items into categories (e.g., fruits, vegetables, desserts) for applications in nutrition tracking and restaurant menu management.
Steps:
Data Collection: Use existing datasets like Food-101 or gather your own images of various food items.
Model Selection: Implement a Convolutional Neural Network (CNN), potentially using transfer learning with pre-trained models like ResNet or MobileNet.
Model Training: Split the dataset into training, validation, and test sets; train the model while monitoring accuracy and loss.
Classification: identify different food items.
Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered. Na
Approach to be followed (optional) A clear and concise description of the approach to be followed. Na
Additional context Add any other context or screenshots about the feature request here. Na