nsaftarli

perceptual-photomosaic

Code for "Convolutional Photomosaic Generation via Multi­Scale Perceptual Losses" presented at the Workshop on Computer Vision for Fashion, Art and Design at ECCV2018. Accepted paper here: https://drive.google.com/file/d/1yPn-pY7kJGEWdQvt3AsFPPnQ-Bk1Dk4x/view

rl-algs

Comparing Monte Carlo, SARSA, and Q-Learning algorithms on Gridworld

face-detector

Simple face detection using an SVM and HoG features. Data augmentation, k-fold cross-validation, mean IoU, multi-scale detection.

PrologNLP

Learning classical NLP and parsing with Prolog. For CPS721 (Artificial Intelligence 1)

CannyEdgeDetector

Implementation of the Canny Edge Detector (excluding hysteresis thresholding step)

fft

Python code and wav files for the post "The Fast Fourier Transform Algorithm, and Denoising a Sound Clip"

fft-watermark

The code for the post "The Two-Dimensional Fourier Transform and Digital Watermarking"

ImageTransformations

Estimates affine/homography transformation between given images to create a panorama. Uses VLFeat's SIFT, implementing RANSAC for dealing with outliers.

P2PNetworkSim

spring-boot-demo

img2txt

Image to Ascii Text with color support, can output to html or ansi terminal.

JavaDB

Java implementation of a POS system with an Oracle back end.

microservices-demo

Demo application to go with Blog on spring.io

mines

A minesweeper clone in the terminal, written in Elixir.

ML-Coursera

My solutions to the assignments for Andrew Ng's machine learning course on Coursera

nsaftarli.github.io

Personal page.

otp_p1

OTP course shared repo

RL_Bandits

Looking at the 10-arm bandit problem using epsilon-greedy, UCB, and learning automata for action selection.

roll.urown.net

How to roll your own private self-hosted internet services.

scikit-learn

scikit-learn: machine learning in Python

SeamCarving

Implementation of "Seam Carving for Content-Aware Image Resizing" (2012).