Xray analysis AI model

Inspiration

I had done a course in AI and the final project was a chest xray scanner for pneumonia detection

What it does

It is an image classifier that classifies chest xrays into different conditions

How we built it

I used a Kaggle dataset and made a model using CNNs

Challenges we ran into

I ran into challenges with the accuracy of the model and how I were to fix those problems

Accomplishments that we're proud of

I'm proud of being able to try different models to see which one was more efficient and being able to get it to about a 45% accuracy

What we learned

I learned how to navigate datasets more accurately and learned how to properly implement CNN

What's next for Xray analysis AI model

Making it more efficient and hopefully getting it up to a 90% accuracy

Built With

• ai
• data
• kaggle
• python