Aryan05 / Pneumonia_Detection_CNN

Pneumonia Detection using Deep Learning CNN

Pneumonia-Diagnosis

Diagnosis of Pneumonia with Deep Learning by analysing the x-ray scan image with finetuned Resnet18 model.

• Upload the x-ray scan image

• Get the Prediction, prediction confidence and visualize CNN features for the uploaded x-ray image.

• Example prediction

Checkout the 2 examples NORMAL & PNEUMONIA , if you don't have a x-ray image.

MIT License

Copyright (c) 2020 Aryan05

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.