Pneumonia Detector
Pneumonia Predictor - Detects sample whether the patient is infected with pneumonia or not. This model uses CNN (Convolutional Neural Network) for classifying the images.
About
The problem it solves The project is trained on the CNN machine learning algorithm, where the user is required to upload their chest x-ray and they'll get to know their test results instantly. This project will provide accurate and instant results on which patients/ hospitals can rely for further treatment. Just uploading a chest x-ray to receive a diagnosis makes it user-friendly. Pneumonia detector can be used in the health industry to provide the required treatment to the patient on time, saving costs and resources.
How it's made
Challenges we ran into Ran into a lot of training and deployment issues. But the mentors were really helpful, they provided me with resources that helped me in resolving the deployment issues.