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Amartya Singh's Projects

credit-card-default-prediction icon credit-card-default-prediction

This predicts the Credit Card Defaults based on payment history, bill amount, gender, education, etc variable available in dataset. Here we make predictions using different models & compare their performance.

network_implementation_on_ns2 icon network_implementation_on_ns2

All the Wired and Wireless topology have been implemented & Simulated on NS2 using TCL Script (.tcl files). Networks can be visualized using network animator(NAM). All topologies are having .awk file which is written in AWK script to analyze trace file generated while executing .tcl files.

pug-dog-detector icon pug-dog-detector

This will detect the pug dog & create a colourful mask for it. It was developed using Mask-RCNN, Keras, TensorFlow & Python.

pwm-generator-using-verilog icon pwm-generator-using-verilog

This project is made using verilog on Xilinx. This will help in changing the pulse width of the output wave by using two signals that are increase duty cycle & decrease duty cycle. This repository contains the verilog module code & also the test bench code.

surveillance-with-updates-on-email icon surveillance-with-updates-on-email

This security camera on detecting an object will send an Email to the administrator with the pictures of the detected object. Administrator can also watch live streaming of camera from any device that is capable of running any browser. This is developed using OpenCV, python, Flask, Raspberry.

tlv_frame_emulator icon tlv_frame_emulator

This project will simulate a scenario in which the set and get commands are sent from a mobile (User input on terminal in our case) and get appropriate response from the device (response will be generated from the users system in our case) in BLE command frame (TLV) format.

vehicle_number_plate_recognition icon vehicle_number_plate_recognition

This project fetch the vehicle number plate in text format by using Digital Image Processing. It is developed on Matlab. To run it you will require MATLAB 16 or any version above it.

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