This includes
thoughts and projects
Being technical enthusiast I also like to involve and evolve with nature's needs. As, almost all the inspiring ideas of great inventions did come from nature.
This includes
Computer Vision based scene understanding
It includes implementation of complete computer vision pipeline including: camera calibration, Object detection, segmentation, pose estimation, depth estimation, 3d point cloud creation
Object tracking by detection
This includes a complete implementation of Deep Learning based tracker and OpenCV based trackers. Also contains accuracy measures for quantitative analysis of the tracking scenario with graphs.
Contact less disease prediction for pandemic
This includes the backend coded using python. Using ANN algorithm the people that are self quaratine at home can put two symptoms of their present body condition as they feel and the output will be 5 diseases as per severeness.
Lungs virus
classification app
This is a web app code that takes input as chest XRay image and gives output after classification from CNN model either the patient is suffering from Viral,Bacterial Pneumonia or is Normal.
Salary Bluff
Predictor
This is a model that predicts the salaries of employees according to work experience. Usage area: HR office, as new candidate comes to join it will predict the previous salary of the candidate as per work experience and trend in present market. So, no one can play a bluff.
Customer Churn
Analysis of a Bank
This is the analysis of the bank's customers that left the bank and is based on their history while being in.So, based on the customer's credit score, present balance, etc. we will predict that which customer is going to leave the bank and which one will not based on the patterns of their activity in their bank account(like active transactions or not, etc.) .