Calorie Counter API Creation
Budget: €30 – €250 EUR
I am looking for an experienced developer or a team to create a versatile API or utilize a pre-trained model that can accurately calculate calories from images of food items, specifically focusing on fruits, vegetables, and meat and poultry. This tool is aimed at enhancing nutrition and health apps by providing users with immediate calorie information.
**Requirements & Specifications:**
- Develop or integrate an API or pre-trained model capable of identifying and calculating the calorie content of fruits, vegetables, meats, and poultry from images.
- Ensure the solution can handle a diverse range of food images, recognizing different food types accurately.
- Optimize the model for quick and efficient calorie calculation to ensure a seamless user experience.
**Ideal Skills and Experience:**
- Strong background in machine learning and image recognition.
- Previous experience working with nutrition and calorie calculation technologies.
- Proficiency in Python, TensorFlow, PyTorch, or similar frameworks.
- Ability to optimize algorithms for speed and accuracy.
- Experience in mobile app development is a plus, considering the end application of this API or model.
The goal is to develop a highly accurate and reliable system that simplifies calorie tracking for a healthier lifestyle. If you have the skills and experience to take on this project, I look forward to your proposal detailing how you would approach this challenge and any similar projects you’ve worked on.
**Requirements & Specifications:**
- Develop or integrate an API or pre-trained model capable of identifying and calculating the calorie content of fruits, vegetables, meats, and poultry from images.
- Ensure the solution can handle a diverse range of food images, recognizing different food types accurately.
- Optimize the model for quick and efficient calorie calculation to ensure a seamless user experience.
**Ideal Skills and Experience:**
- Strong background in machine learning and image recognition.
- Previous experience working with nutrition and calorie calculation technologies.
- Proficiency in Python, TensorFlow, PyTorch, or similar frameworks.
- Ability to optimize algorithms for speed and accuracy.
- Experience in mobile app development is a plus, considering the end application of this API or model.
The goal is to develop a highly accurate and reliable system that simplifies calorie tracking for a healthier lifestyle. If you have the skills and experience to take on this project, I look forward to your proposal detailing how you would approach this challenge and any similar projects you’ve worked on.