Anirudh Chakravarty K's Projects
This is your own AI Personal trainer which counts the perfect bicep curls you perform so that you don't get to keep a count of those half bicep curls which you perform when you get tired. I used mediapipe and opencv-python. Also shows the percentage of completion of a bicep curl. Check README for the output.
Simple ML algorithms along with easy to use datasets
It's a simple repository to enter your subjects and calculate your GPA.
Machine Learning model to predict the price of a house taking a few parameters like crime rate, number of rooms etc. Uses a pre-existing dataset from the UCI ML repository for training the model.
This is a basic image Processsing project which helps in detecting faces. We extensively use opencv-python and mediapipe. You will learn to draw rectangles and lines using mediapipe. This can further be used in other mlops or apps. Also we are displaying the accuracy of detection along with it's bounding box information such as the x and y coordinates and the height and width covered by the face on the screen. Happy Coding!!
This Project is a face mesh project and extensively uses opencv-python and mediapipe. This is the perfect way to learn image processing. NO GPU required! Just the CPU would work. Also can track all 468 points on your face. The IDs of each point can be inferred from the mediapipe's page. So what are you waiting for> Code your masks now! Happy Coding
A realtime face recognition based attendance system involving image processing as well as a backend database with a 24 hour colcking time required for the next day's attendance. Firebase was chosen so that we could utilize the RealTime Database facility
Track the movements of your finger and count the number of open fingers on your left hand using image processing with opencv-python and mediapipe. Happy Coding!
This is the Hand Tracking Project Repo. It is to help understand the principles of image processing and extensively uses opencv-python and mediapipe. It helps you create the app from the minimum possible code all the way upto creating a module for this application. You also end up achieving to know the difference between tracking and detection. So What are you waiting for? Check it out now!!Happy Coding!!
This is a microservice architecture consisting of two services: Admin and User. The services are built using Flask and PostgreSQL and are integrated with a distributed tracing system to enable effective monitoring and troubleshooting.
This project uses both machine learning as well as image processing to perform the task of detecting human emotions. We have defined seven emotions and we use the keras.models for importing out model which has seven dense layers. Better models can be used in future projects
Basic ML algos mainly Supervised Learning
A simple Game of Tic Tac Toe AKA XOXOXO . LET'S GOOOO!
This is the Pose Estimation Repo. It is to help understand the principles of image processing and extensively uses opencv-python and mediapipe. It helps you create the application from the minimum possible code all the way upto creating a module for this application. Happy Coding!!
This is the Self Driving Car Project involving CNN concept using NVIDIA's simulation. It helps to understand the principles of Deep Learning.
Virtually paint/draw anything on your monitor using hand gestures using Image processing. Opencv-python and mediapipe is used for this project
An image processing project to control the volume bar using hand gestures.