Some of the Projects by our graduates
Fighting Malaria with Machine Learning and Neural Networks
DIAGNOSING SKIN CANCER USING MACHINE LEARNING
FAKE NEWS DETECTOR FOR THE TECH INDUSTRY WITH DEEP AND MACHINE LEARNING
FORECASTING SOLAR ENERGY PRODUCTION USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
BUILD A ROAD SIGN DETECTOR FROM SCRATCH
USING THE ANT COLONY TO THEORISE DEEP LEARNING
PREDICTING THE PETROL PRICES IN GERMANY
If you would rather see some code
RECOMMENDER SYSTEMS FOR GITHUB USERS
Collaborative filtering (Alternating least squares (ALS) and the Universal Recommender (UR)) are evaluated to recommend interesting repositories for GitHub users according to their preferences: forks and stars.
A repository of images of hand-written Cyrillic and Latin alphabet letters for machine learning applications. CoMNIST also makes available a web service that reads drawing and identifies the word/letter you have drawn.
IPALOT: AN INTELLIGENT PARKING LOT
Control system for a parking lot based on reinforcement learning, where an AI can take control of the customer’s car and dispach/retrieve it to/from a designated parking spot.
SENSOR FUSION BY DEEP LEARNING FOR AUTONOMOUS DRIVING
CNN model to decide the direction while driving. Deconvolution mask for visulization to diagnose driving errors – what did the trained CNN model ‘see’ that caused ‘confusion’.
REAL-TIME AI-POWERED TRANSLATION OF AMERICAN SIGN LANGUAGE TO TEXT
It translates American Sign Language (ASL) to fingerspelled alphabet (26 letters) using transfer learning to extract features. This model is a real-time system with OpenCV – reading frames from a web camera and classifying them frame-by-frame.
THE RAIMONES - MAKING PUNK ROCK GREAT AGAIN
With 130 songs in MIDI format of Ramones and the lyrics of all their 178 songs, a deep learning neural network was trained to write guitar and bass lines for Ramones-inspired music.