Homeworks and Projects

This repo contains the works that I'd done during my studies at Boğaziçi University.

Whale Identification Challenge (link)

• A whale classifier algorithm which is able to identify 300+ humpback whales by the photos of their tails only.
• Placed top 12% in public leaderboard of the related Kaggle competition.

Texture Classification using Feature Correlations (link)

• Inspired by the Neural Style Transfer algorithm, I implemented a texture classifier CNN which utilizes feature correlations of pre-trained VGG net.
• It demonstrates the effectiveness of CNN feature correlations in defining textures.

Monte Carlo methods homeworks

• hw1: find π by rejection sampling
• hw2: image denoising using Ising model Gibbs Sampler (link)