GenFitZ

Inspiration

As a GenZ generation I would like to take some steps in my health so when I doing my gym I searched for a platform where I can count my total number of calories but I couldn't find anyone who just take the photo of the food plate and give me the count of the calories.

What it does

Power programme count the total calories in the food plate just by taking the Picture of the food plate and most important thing as our project is made by generative ai so it gives us the most accuracy any other model like this give it gives us an accuracy of 97.8% Which is rare in any other model in the market. GenFitz is revolutionizing the healthcare and nutrition landscape through cutting-edge Generative AI solutions. Imagine a world where understanding your health and dietary needs is as easy as chatting with a friend. With our flagship product, Zudo, we bring this vision to life.

How we built it

We have used streamlit Library of python and also used html css in javascript as a website to introduce the plans and used the api of open ai and also Various frameworks of python to encrypt and decrypt the picture like open cv and few models used to calculate the accuracy.

Streamlit Google-Generativeai Python-dotenv langchain chromadb faiss-cpu Google-Gemini

Challenges we ran into

The challenges we ran into was to fine tune the model according to the need of the customer and also we have done prompt engineering to get the accurate result from the image and we have also built an generative ai chatbot which not only gives the input to the user by their feedback but also gives generative thoughts and ideas about their fitness and health which makes our model best model present in the market to do that.

Accomplishments that we're proud of

The accomplishment we are proud of are first of all as Had made a generative way I model so its accuracy is way more than other model present in the market or other model which uses traditional machine learning models. Also by including the generative ai chat bot which is missing in current field that is health and fitness we have also prepared for the business perspective. Also we are proud of our model we are planning to place this model to shark tankfor the evaluation currently we are doing the testing part and unleashing the power of generative Ai

What we learned

From Genfits we just get an idea how powerful generative AI is and how to utilise or channelize the power of generative ai in different fields to get maximum output we also learned the future scope of ai in the field of Health and fitness which is rarely untouched.

What's next for GenFitZ

The next step we think about genfits is Olama 3.0 Which is an open source model and make it globally accessible To everyone and also think about the business effective of GenfitZ.

Built With

• api
• css3
• google-gemini
• google-gemini-vision-pro
• html5
• javascript
• mongodb
• openai
• python
• streamlit