Mayank Bhola's repositories
caoffee_cafe
A basic flutter app to implement Firbase with flutter
CollegeMate
Project made for Hack36, MNNIT
competitive-code-library
All my implementation of commonly used Algorithms and Data Structures
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
localite
sAmigo: An app to find services around your area.
quiz_box
A quiz app made on flutter.
Scratch-Pad
A basic note sharing app.
firebase-android-quiz-app
An android quiz app for taking and creating mcq's based quizzes using firebase.
Image-Restoration-using-SRCNN
Deploying the super-resolution convolution neural network (SRCNN) using Keras
Placement-Preparation
Complete roadmap for your placement or intern preparation!
project
Here, I created my own deep learning(CNN) model for early detection of COVID-19 from chest x-ray images. If we were to answer the question that why we need a deep learning model for early detection of COVID-19 from chest x-ray images, we can say the followings, doctors have seen that even if the test kits desined for diagnosis results in negative, the real results are positive for some patients when they review the chest X-ray images. For now the public dataset contains less amount of data which you can see in the dataset2 folder. We get this dataset from open-source https://github.com/ieee8023/covid-chestxray-dataset, but for sure it is not enough to train a proper deep learning model. But just to show that how easy it is to create an AI for the early detection of these kind of viruses. Just keep in mind that this cannot be used for diagnosis without training many more images in high-resolution and professinal medical tests. There you go! Let's work together to fight against COVID-19. As a tool, I used Keras with Tensorflow background, and the model can be improved by addig more convolution and pooling layers, and increasing the number of feature detectors'. Don't forget to upvote. Best Regards.
spinalcordtoolbox
Comprehensive and open-source library of analysis tools for MRI of the spinal cord.
SQL-Study-Material-And-Problems
This repository is collection of study material like notes,problems from various sites with Solution solved by me.
TherISuRNet---A-Computationally-Efficient-Thermal-Image-Super-Resolution-Network
Tensorflow implementation of our Paper published in PBVS Workshop 2020 in Conjunction with CVPR 2020.