Early fault Diagnosis of vehicle EGR system based on machine learning technique
- Essential to save engine impact and vehicle emission.
- Machine learning technique is used to determine the actual failure status, with a support vector machine classifier.
- Software and Tools used: Python
3.7, Numpy Pandas, MatplotLib, SkLearn, Mlextend, Confusion Matrix, Seaborn
Libraries, Jupiter Notebook.
Software Solution for Vehicle Fitness Test
- Designed algorithm to get the design details from manufacture database and check vehicle condition based on computer vision.
- Implementation cloud server.
- Generate vehicle health report and alerts to the user with the help of web baseservice.
- Used platform .net, Cloud server Azure devops, Open CV , Database: MS SQL, Oracle.
Face Mask Recognition
- To restrict entry for customer
- Used CNN, TenserFlow and Keras
Cat and Dog Recognition
- Used available Google data
- Used Deep convolution netwok
IoT based irrigation system
- The detected data are uploaded to the cloud storage through network and associate using android application.
- The system employs Arduino UNO with Raspberry Pi, HTU 211D sensor device, and an ESP8266 Wi-Fi module for data storing purpose.
Python based system for Income Tax work of Sugar Industries
- Used beautiful soup library of python.
Location identification using GPS & GIS
- Find out exact latitude and longitude position of the user. Tools: GPS, GIS and R platform.