LATEST PROJECTS

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X-Ray Images Segmentation For Fracture Detection (Machine Learning, Image Processing)

Jul 2017 – Present

Project Description:

Worked on the B-TECH Project under Dr. Rachna Asthana, HBTU Kanpur using Machine Learning (ML). Done with the segmentation of different types of bones using thresholding and morphological operations and detected (located) fracture using Hough Transform in MATLAB. Tried with Deep Learning (ML) algorithms for better accuracy.

Project | 01

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SPAM CLASSIFIER(Machine Learning)

Jan 2016 – May 2016

Project description

• Developed a system which can classify a sample email as a spam or a non-spam using the concept of Support Vector Machine (SVM) on GNU Octave.
• There is a dataset of vocabulary list and Word Indices list for sample Email and extracting the features based on SVM.

Project | 02

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HAND WRITTEN DIGITS RECOGNITION(Machine Learning)

Aug 2015 – Jan 2016

Project description

• Developed a system which can recognize the hand written digits using the concept of Multi-class Classification and Neural Networks in Machine Learning on GNU Octave.
• This system is based on vectorising the logistic regression through a given dataset and then applying Feedforward Propagation and Backpropagation.

OPTICAL CHARACTER RECOGNITION (COMPUTER VISION)

Aug 2016 – Apr 2017

Project description

•This System Recognizes text in images which is useful in many computer vision applications such as image search, document analysis, and robot navigation through MATLAB.

WORKLOAD ANALYZER (Digital Electronics)

Jan 2016 – Mar 2016

Project description

• Developed an electronic circuit on the bread board which will distribute and display the work to the two machines according to the initial workload they had using adder , Magnitude comparator, AND, OR ICs
• Also successfully implemented this circuit on the electronics based software-PROTEUS.

8-BIT LOCKER(Digital Electronics)

Jan 2015 – Apr 2015

Project description

• Developed an electronic circuit on the bread board which will decide the appliance (LED) to work or not according to the 8-bit lock code preset by us using IC-7485 so that there cannot be any unauthorized use.
• Also successfully implemented this circuit on the electronics based software-PROTEUS.

LINE FOLLOWER ROBOT(Embedded System)

Aug 2014 – Nov 2014

Project description

• Designed an autonomous robot which can travel according to the given maze/track using using Microcontroller ATMEGA-8 and 16 both and also can avoid the obstacles found on its path.

Project | 03