Innovative computational photography techniques to fuse traditional portraits with modern photographs, transforming faces within the artwork while preserving the unique style and characteristics of…

Using Deep Convolutional Generative Adversarial Network for image generation

Readme overview page

Gradient-domain processing techniques including Poisson blending, Laplacian blending, color transfer, and more

Transforming LDR images into an HDR photograph, creating an equirectangular map, and rendering synthetic objects with accurate lighting using Blender

Build Agglomerative hierarchical clustering algorithm from scratch, i.e. WITHOUT any advance libraries such as Numpy, Pandas, Scikit-learn, etc.

Image quilting algorithm for texture synthesis and transfer, described by Efros and Freeman (2001)

Implementation of Hybrid Images proposed in the SIGGRAPH 2006 paper by Oliva, Torralba, and Schynsand

Implement classifiers based on Convolutional Neural Networks (CNN's) and Recurrent Neural Networks (RNN's) to detect the sentiment of movie reviews using the IMDb movie reviews dataset

Train 4 types of language models (a unigram model, a smoothed unigram model, a bigram model, and a smoothed bigram model) on WikiText-2, a corpus of high-quality Wikipedia articles

Final project for data cleaning course at University of Illinois master degree

Images segmentation by thresholding using Otsu's method, and RGB to intensity conversion using various methods from scratch

Implementation of various of algorithms such as EM for Topic Modeling, High Dim. Classification, PCA, etc. described in "Applied Machine Learning" by David Forsyth

Implementation of Marching Squares algorithm to draw 2D contour lines, and apply a colormap and interpolation function., and visualize it by generating an interactive visualization

Decision tree classifier for multi-class classification WITHOUT any advanced libraries like Pandas, Numpy, Scikit-learn, etc.

Using BigData techniques for educational purposes

Dlib face and landmarks detection (with Snapchat-like filters)

Simple mini golf game using pygame and implemented phycis engine

Exercism exercises in Python

Desktop application to recognize facial features to play around with Snapchat-alike filters with automatic in-face superposition in real time

Mulit-label classification model that’s capable of detecting clothes and colors from image

Label classification model that’s capable of detecting different types of animals

A few exercises from the CodeWars page

Implementation of convolutional neural network LeNet5 with Keras library

Bayes classifier on custom datasets

Implementation of two neural networks and teaching them addition

An application created for Hackathon event, based on Xamarin framework

Simple project of perceptron model made for more understanding of neural networks

TicTacToe with implemented MiniMax algorithm