ImaadUllah

ImaadUllah

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Location:Islamabad

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ImaadUllah's repositories

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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.

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introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

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Learn-Python

Beginners guide to learning python

Machine-Learning

Implementation of different ML techniques

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OpenCV-Python-Tutorials-and-Projects

An easy to follow course of OpenCV using Python for beginners.

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Parkinson-Disease-Prediction-in-Early-Stages

Parkinson's disease is a progressive nervous system disorder that affects movement. Symptoms start gradually, sometimes starting with a barely noticeable tremor in just one hand.

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Predicting-Credit-Card-Approval

Detailed Predicting Credit Card Approval

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