This project will design and develop a machine learning architecture for data compression. The developed approach will be benchmarked against standard data compression algorithms. Data might include images and/or text.
- Perform literature review on machine learning data compression
- Design and implement a prototype based on deep learning architectures
- Perform data analysis and simulations
- Write scientific documentation
A prototype machine learning algorithm for data compression.
Skills and experience
- General programming skills
- Python TensorFlow
- General understanding of image/data manipulation
Contact the supervisor for more information.