Balajichandra
Machine Learning| Deep Learning | NLP | OpenCV | Front-end| Back-end| Data-base| Power BI|Devops| LangChain|Chatgpt|Google Gemini| llama
Quadance technologyChennai, India
Pinned Repositories
2022-Ukranie-Russia-War
This is the dataset that describes Equipment Losses & Death Toll & Military Wounded & Prisoner of War of Russians in 2022 Ukraine Russia War.
AI-Self-Driving-Car-Simulator
In this project we are going to learn how to train a self driving car using Convolution neural networks CNN. We will be using the open source Self driving car simulator provided by Udacity that is used in their Self driving car Nano degree program. Using this simulator we will first drive the car and collect data. Then we will train a CNN model to learn this behavior and then test it back on the simulator. The model we will use was proposed by NVIDIA. They used this model to train a real car data and got promising results when they drove it autonomously
balajiPortfolio
ChatBot
In this repository we builded chatbot with sending chat details via mail to user, attractive UI for chatbot
Crop-Recomendation
Precision agriculture is in trend nowadays. It helps the farmers to get informed decision about the farming strategy. Here, I present you a dataset which would allow the users to build a predictive model to recommend the most suitable crops to grow in a particular farm based on various parameters.
Image-Captioning-Deep-Learning
In this project,we will study about propose a hybrid system employing the use of multilayer Convolutional Neural Network (CNN) to generate vocabulary describing the images and a Long Short Term Memory (LSTM) to accurately structure meaningful sentences using the generated keyword.
Skyrim-Weapons-Dataset
The Elder Scrolls V: Skyrim is an action role-playing video game developed by Bethesda Game Studios and published by Bethesda Softworks. It is the fifth main installment in the Elder Scrolls series, following 2006's The Elder Scrolls IV: Oblivion, and was released worldwide for Microsoft Windows, PlayStation 3, and Xbox 360 on November 11, 2011. This dataset contains data for almost 300 weapons that can be used by the player in Skyrim
Social-Distance-Detector-
The main idea of this project is to detect the social distance between peoples at open place inorder to avoid COVID19 spread. This is done by using Python, OpenCV and yolov3 object detection mechanism.
Stress-Detection-Model
Stress detection is a challenging task, as there are so many words that can be used by people on their posts that can show whether a person is having psychological stress or not. While looking for datasets that I can use to train a machine learning model for stress detection, I found a dataset on Kaggle with 116 columns. We only need to use the text and label column for this task. The dataset I am using for this task contains data posted on subreddits related to mental health. This dataset contains various mental health problems shared by people about their life. Fortunately, this dataset is labelled as 0 and 1, where 0 indicates no stress and 1 indicates stress. So in the section below, I will take you through the task of stress detection in social media posts using Python.
UPI-apps-Transaction-Analysis
Unified Payments Interface (UPI) is an instant real-time payment system developed by National Payments Corporation of India (NPCI) facilitating inter-bank peer-to-peer (P2P) and person-to-merchant (P2M) transactions.NPCI is umbrella organisation for all digital payments. The interface is regulated by the Reserve Bank of India (RBI) and works by instantly transferring funds between two bank accounts on a mobile platform. As of November 2021, there are 274 banks available on UPI with a monthly volume of 4.18 billion transactions and a value of ₹7.1 trillion (US$94 billion) UPI witnessed 68 billion transactions till November 2021. The mobile-only payment system helped transact a total of ₹34.95 lakh crore (US$460 billion) during the 67 months of operation starting from 2016. As of May 2021, the platform has 150 million monthly active users in India with plans to achieve 500 million by 2025. IIT Madras is also working to integrate voice command feature that can support English and Indian vernacular language in future. The proportion of UPI transactions in total volume of digital transactions grew from 23% in 2018-19 to 55% in 2020-21 with an average value of ₹1,849 per transaction
Balajichandra's Repositories
Balajichandra/Amazon-Alexa
In this project we will do sentiment analysis on Amazon-Alexa
Balajichandra/Amazon-Alexa-Sentiment-Analysis
Balajichandra/Apple-Stock-Price-Prediction
Here we are going to predict the future stock price of apple stock
Balajichandra/Bankruptcy-Prediction-
Here we are going to see about bankruptcy
Balajichandra/Big-Market-Sales-Analysis
Balajichandra/Billoner-Analysis
In this project we are going to see billoner analysis
Balajichandra/BitWise-Operators-Codes
Here we will see some of the bitwise operators code in python
Balajichandra/Brain-Tumor-Detection
here we will see how to detect brain tumor using deep learning
Balajichandra/Cotton-Plant-Disease-Prediction
In this repo we are going to predict cotton plant disease prediction using deep learning(Transfer learning vgg16)
Balajichandra/Covid-Detection
In this repo we will see how to detect covid19 based on x-ray
Balajichandra/Credit-Card-Fraud-Detection
In this repo we are going to find credit card fraud detection using given dataset by ML
Balajichandra/Currency-exchange-Prediction
In this repo we are going to predict exchange rate of currency (USD-INR)
Balajichandra/Dogecoin-Predicition
Here we are going to see dogecoin prediction based on given dataset
Balajichandra/Fake-Currency-Detection
In this repository we are going to detect the currency is fake/real based on given data
Balajichandra/Google-Search-Analysis
Balajichandra/IMDB-Sentiment-Analysis
Here we are going to classify the movie based on user review
Balajichandra/Income-Classification
In this project we are going to classify the income based on various parameter
Balajichandra/Malaria-Detection
In this repo we are going to see how to detect malaria disease using CNN model
Balajichandra/Mall-Customer
here we are going to analysis the customer who comes to mall and buy products
Balajichandra/Nobel-Price-Winner-Analysis
In this repo we are going to analysis the Nobel price winner
Balajichandra/Resume-Screeing
Here we will analysis various candidate resumes who came for interview
Balajichandra/Sonar---Rock
I this project we are identify a image as sonar or rock based on given data
Balajichandra/Student-Grade-Analysis
in this project we are going to analysis the students grades based on given data
Balajichandra/Video-Game-sales-prediction
In this project we are going to analysis the video-games sales predicition
Balajichandra/Wine-Quality-Prediction
In this project we are going to analysis quality of wine based on given data
Balajichandra/face-detection-using-mediapipe
Balajichandra/Gesture-Volume-Control
In this repo we will control volume by hand gesture using mediapipe
Balajichandra/Hand-landmark-detection-using-mediapipe
Balajichandra/Sales-Prediction
Here we are going to analysis the sales of TV, Radio, NewsPaper
Balajichandra/Steel-Defection-Detection
In this repo we are going to find how the steel is defected using deep learning and CNN