Projects on Joachim Vanneste

Detecting and explaining emotions in video advertisements

Fri, 24 Mar 2023 10:16:56 +0100

This project aimed to create a model capable of detecting and explaining emotions in video advertisements. The final framework consists of two main stages: emotion detection and explanation generation.

Natural language decryption using MCMC

Sun, 23 May 2021 10:16:56 +0100

Using an advanced Markov Chain Monte Carlo sampling algorithm, I built an agent capable of decrypting encrypted texts.

Prolog soduko solver

Wed, 14 Apr 2021 10:16:56 +0100

Built a powerful Prolog-based Sudoku solver capable of tackling Sudoku puzzles of varying difficulty levels.

Sentiment analysis classifier

Tue, 02 Aug 2022 10:16:56 +0100

Built an interactive widget capable of detecting sentiment using both a logistic regression model and a Naive Bayes model.

OpenAI mountain car agent

Sat, 17 Dec 2022 10:16:56 +0100

Built a Q-learning agent capable of completing the mountain car game.

Mondrian tile problem solver

Thu, 08 Dec 2022 10:16:56 +0100

A solution to the challenging Mondrian Tile Problem, a classic problem in computational geometry.

A convolutional neural network for precise plankton classification

Mon, 17 Apr 2023 10:16:56 +0100

This project focused on developing a robust CNN-based solution capable of classifying images of plankton into one of 12 distinct classes.

TCP network connection using Python sockets

Fri, 28 May 2021 10:16:56 +0100

Built a solution that empowers developers to establish, manage, and communicate over TCP/IP networks effortlessly using Python’s socket library¹.

Teaching the Baxter robot to play chess

Fri, 17 Dec 2021 10:16:56 +0100

Build a model leveraging computer vision and machine learning techniques to teach a robot chess.

Subreddit classification

Sun, 23 May 2021 10:16:56 +0100

Developed an NLP solution to automatically categorise Reddit posts into their most relevant subreddits.

Discovering C++ header dependencies

Sun, 23 May 2021 10:16:56 +0100

A multi-threaded solution to find dependencies in C++ files.