Projects
Ensemble Model for Devanagari OCR
A state of the art Handwriting recognition OCR developed using Ensemble modelling stacking CNN,k-NN,SVM and random forest together.
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Shoe Size Detector
I made this project under my R&D project and developed an algorithm to detect the size of foot using an image. I used Otsu's Global Thresholding for the segmentation and Circular Hough Transform(CHT) for reference object detection. I also developed an algorithm to find the start point and end point of the foot which may be present at any angle in the image to find the length of the foot. After finding the length, the model suggests the shoe size that will fit. I also proposed this algorithm for provision in online shopping to reduce the number of returns made due to the sizes . The whole program was written in MATLAB and a good accuracy was achieved
Object Detection using YOLO algorithm
Tensorflow implementation of YOLO algorithm for detecting 80 classes.
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Neural Style Transfer
A Deep learning project Which takes any image and an Style Image and applies the Style on that image using Deep ConvNets. Project made for Self Learning.
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8*8*8 LED Cube
An Arduino Powered LED Cube which shows different Styles, Shapes and Names in 3D, for EL 101 Digital Logic and Circuit.
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