Bharadwaj's repositories
ProgrammingTasks
Daily Tasks to practice programming
HeroOfHearts
Script to fetch Chapter from online novel - https://tales.xperimentalhamid.com/novel/hero-of-hearts/
gateway
My Portfolio and gateway to my projects
BharadwajYellapragada
Config files for my GitHub profile.
tusk
A Collection of Mini Tasks
happybirthday
Happy Birthday Dear
Effective-Handwritten-Digit-Recognition-using-Deep-Convolution-Neural-Network
This is code implementation for a paper on "Effective Handwritten Digit Recognition using Deep Convolution Neural Network". This paper proposed a simple neural network approach towards handwritten digit recognition using convolution. With machine learning algorithms like KNN, SVM/SOM, recognizing digits is considered as one of the unsolvable tasks due to its distinctiveness in the style of writing. In this paper, Convolution Neural Networks are implemented with an MNIST dataset of 70000 digits with 250 distinct forms of writings. The proposed method achieved 98.51% accuracy for real-world handwritten digit prediction with less than 0.1 % loss on training with 60000 digits while 10000 under validation.