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Mahendra Bhupal's Projects

corona-x-ray-prediction icon corona-x-ray-prediction

It is a Flask Application to predict a person covid positive/negetive based on chest x ray of a person.This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the chest-x-ray Images and predict if they are corona positive/negetive accuracy of nearly 81%.

echobot icon echobot

A sample bot for getting started with Bot Framework

knn-visualiser icon knn-visualiser

It is a best Visualiser for implementing K-Nearest Neighbours Algorithm with 3 different classes i.e A,B,C. It is developed using ml5.js and p5.js.

ling-gender icon ling-gender

A Natural Language Processing model trained with over 1,00,000 (1 Lakh) names is used to predict a gender of a person based on the first name of the person.This model is created using Long Short Term Memory(LSTM) a variant of Recurrent Nueral Network which has training accuracy of 99.35% and tested over 11,000 samples with a test accuracy of 89.08% which is quite high in nlp for out of sample test cases.

opencv icon opencv

Based on the udemy course "Introduction to Computer Vision | Master OpenCV in Python" by Rajeev Ratan

tensorgram icon tensorgram

A real-time remote service to get the Keras callbacks to the telegram including the details of metrics-->pip install tensorgram

webgazer icon webgazer

WebGazer.js: Scalable Webcam EyeTracking Using User Interactions

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