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- Coventry University
- PhD in Machine Learning for Computer Vision and Natural Language Processing
PhD in Machine Learning for Computer Vision and Natural Language Processing
Course options
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Qualification
PhD/DPhil - Doctor of Philosophy
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Location
Coventry (Main Campus)
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Study mode
Full time
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Start date
18-MAY-26
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Duration
3 Years
Course summary
Our research aims to develop new machine learning methods for computer vision and natural language processing that are needed to tackle the big data world we live in. These must effectively train very large models, usually deep neural networks or large probabilistic models, requiring new algorithmic approaches and careful implementation on high-performance computers.The team has expertise developed in the application contexts of autonomous driving and smart cities (e.g. object detection and tracking in driving video, sensor fusion, attention mechanisms, image-to-text translation, scene understanding, multimodal video summarization, vehicle localization) medical and health applications (e.g. object detection in medical image processing for surgery, diabetic retinopathy detection, remote monitoring for elderly people using image and other sensor data) satellite image processing (e.g. for agriculture or the detection of environmental problems) and natural language processing for scientific knowledge mining.
Tuition fees
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£ 15,780per year
Tuition fees shown are for indicative purposes and may vary. Please check with the institution for most up to date details.
University information
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University League Table
59th
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Campus address
Coventry (Main Campus), Priory Street, Coventry, West Midlands, CV1 5FB, United Kingdom
Subject rankings
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Subject ranking
84th out of 117 6
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Entry standards
/ Max 223123 55%71st
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Graduate prospects
/ Max 10080.0 80%66th
5 -
Student satisfaction
/ Max 43.13 78%29th
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