Talha Koc's repositories
resnet50-finetuning-and-quantization
My experiment to finetune a resnet50 model in pytorch to the MIT Indoor-67 dataset. I reduced model size to 25MB through quantization which resulted in a 4x inference speedup.
Applying_EANNs
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
concept-to-clinic
ALCF Concept to Clinic Challenge
cookiecutter-flask-app
A flask web app running with Docker, nginx, and gunicorn
crm-frontend
frontend of our CRM app
CRM-Frontend-React
Frontend using create-react-app
D3DShot
Extremely fast and robust screen capture on Windows with the Desktop Duplication API
deep-photo-styletransfer
Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
lab_bins
First example code for refactoring
lab_rps
Duke CompSci 308 Lab : Design for the game Rock-Paper-Scissors
metasploit-framework
Metasploit Framework
ShapeOfLearning
Independent Research Project at Duke University (Team: Kunaal Sharma and Talha Koc)
talhankoc.github.io
My Blog