ksdkamesh99/Portfolio

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ksdkamesh99/Portfolio

ksdkamesh99

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It is a website which is created as a Portfolio of my work

TensorGram

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

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.

Jupyter Notebook

Face-Mask-Detection

A Deep learning flask based application used to predict whether Person is having mask to his face or not

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.

AI-Capstone-Project

It is a AI Capstone project done as a part of IBM AI Engineering

Jupyter Notebook

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%.

ReANet

Implementation of [IEEE] Low Light Image Enhancement Network With Attention Mechanism and Retinex Model (ReANet)

Jupyter Notebook

Reverse-Image-Search

It is a replication of google image search engine for finding similar images in our database using artificial intelligence. It is a project which uses cosine distance or finding the similarity which is an amazing application of cosine similarity.

Jupyter Notebook

Facebook-Stock-Price-Prediction

Jupyter Notebook

Flight-Price-Prediction

A Flask based Web Application that Predicts the Flight Price using RandomForestRegressor.Its GUI is based on Swagger API. This is hosted on the Heroku platform.

Jupyter Notebook

Face-Emotion-Detection

A repository of notebooks with cnn for identifying different emotions in different combinations

Jupyter Notebook

Artistic-Style-Transfer

Artistic Style Transfer - This is the implementation of "A Neural Algorithm of Artistic Style". in Python, Keras

Jupyter Notebook

ML-in-Dava

The repository contains various python jupyter notebooks of predicting different medical diseases from various open source datasets.The following medical diseases predicted are cancer,,diabeties,kidney diseases,heart disease,liver diseases,spine disease using variou machine learning classification algorithms like KNN,Logistic Regression,Support Vector Machine,Decision Tree,Random Forest

Jupyter Notebook

Phony-News-Classifier

Phony News Classifier is a repository which contains analysis of a natural language processing application i.e fake news classifier with the help of various text preprocessing strategies like bag of words,tfidf vectorizer,lemmatization,Stemming with Naive bayes and other deep learning RNN (LSTM) and maintaining the detailed accuracy below

Jupyter Notebook

Spam-Classifier

A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented using LSTM and Word Embeddings to gain accuracy of 97.84%.

Jupyter Notebook

Photo-Collage

Photo-Collage using python

Medium-Blogs

It is a stack of all my medium and analytics vidya articles on different technologies in computer science like AI,ML,Deep learning and many more

Jupyter Notebook

StackQuestioner

A Django Based Web App for predicting a given query belongs to which language i.e 'R', 'java', 'javascript', 'PHP', 'python'. The model is trained using LSTM's with a training accuracy of 97% and testing accuracy of 80%. The data that the model is trained with queries collected from a dataset in Kaggle originally extracted from StackOverflow.

Jupyter Notebook

Machine-Learning-with-Python

The complete course work on machine learning with python

Jupyter Notebook

Coders-Profiles

ecops

It is a website which has 2 features

Code-Monker

It is the collection of solutions of all competative programming problems in different platforms like hackerrank,codechef,leetcode and thier implementations in various programming languages(C,C++,Java,Python)

Jupyter Notebook

Cancer-Prediction

A machine learning Flask application for predicting cancer is Malignant or Benign

tetospe

it is a app which will convert the text to speech

Utilibit

It is a App which has some basic things like call service,sms booster:where you can send a sms in multiple times as you need,Email Sender,About Phone:It is the one place to find all the your phone information

Certificate-Generation

Automatic Certificate Generation Using OpenCV

Jupyter Notebook

Generator

This is a app which has facilities like random number generator,otp generator,strong password generator,About me in short

MediumTopicTagger

Jupyter Notebook

TicTacToe

NewFangled-Scripts

This repository contains some newfangled scripts made by me

telephone-directory

Telephone directory is a c program which will sort the names in the telephone directory in lexciographic order

MNIST

Jupyter Notebook

shortenurl.ml

A URL Shortener built on node.js using express.js framework and MongoDB as a database to store URL's

Social-Distance-Detector

It is a social distance detector based on OpenCV and YOLOV3 / Mobilenet_SSD used to find track persons who are following social distance and who are not following.

RotoChat

It is a real time room chat app built using node.js

covid-19

It is a bot which gives recent updates about covid-19 in slack

CovidSpeech