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From Ideas to Impact
ICResG From Ideas to Impact
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Intelligent Computing Research Group

From Ideas to Impact

A collaborative research community advancing Artificial Intelligence, Machine Learning, Data Science and intelligent computing — carrying promising ideas beyond the dissertation, into publications, software, datasets and real-world innovation.

Artificial IntelligenceMachine LearningData ScienceIntelligent Computing
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28
Members
3
Active Projects
2
Completed Projects
13
Publications

Overview

At a Glance

The Intelligent Computing Research Group (ICResG) is a collaborative research community that brings together students, graduates, academics, researchers and industry professionals to advance Artificial Intelligence, Machine Learning, Data Science and intelligent computing and to carry promising ideas beyond the dissertation, into publications, software, datasets and real-world innovation.

Open membership irrespective of institution or location. Contribution-based authorship — recognition is earned, never automatic.

Read more about ICResG

Research output

Featured publications

All publications
Conference

Lightweight Convolutional Models for On-Device Crop Disease Detection (DEMO)

DEMO publication — replace with real content. We evaluate compact convolutional architectures for classifying crop leaf diseases on low-cost smartphones, showing that pruned MobileNet variants retain 95% of full-model accuracy at a fraction of the computational cost.

Proceedings of the DEMO International Conference on Applied Machine Learning · 2026
2025 Benchmarking Spatio-Temporal Models for Urban Traffic Flow Prediction (DEMO) Proceedings of the DEMO Symposium on Intelligent Transportation 2025 A Survey of Federated Learning for Clinical Decision Support (DEMO) DEMO Journal of Intelligent Health Systems

Active research

Current projects

All projects
Active Natural Language Processing

Low-Resource NLP for African Languages (DEMO)

Building corpora, baselines and transfer-learning methods for text classification in low-resource African languages.

Progress30% Chijiuka Akuma 2 Active Federated Learning

Privacy-Preserving Federated Health Analytics (DEMO)

A federated learning framework enabling hospitals to train shared diagnostic models without exchanging patient records.

Progress40% Amina Bello 3 Active Smart Agriculture

Crop Disease Detection from Leaf Imagery (DEMO)

A deep learning pipeline for early detection of crop diseases from smartphone leaf images, targeting smallholder farmers.

Progress55% Daniel Mensah 3

Recently completed

Disciplines

Research areas

The themes our work is organised around. Every project and publication belongs to one.

All areas
01 Artificial Intelligence Theory, methods and applications of artificial intelligence, from knowledge representation and reasoning to intelligent agents and decision-making systems. 02 Machine Learning Supervised, unsupervised and reinforcement learning methods, model evaluation and the development of robust learning systems. 03 Deep Learning Neural architectures, representation learning, generative models and large-scale training for perception and language tasks. 04 Data Science Data collection, preparation, analysis, visualisation and data-driven decision making across application domains. 05 Computer Vision Image and video understanding, object detection, recognition, segmentation and visual scene analysis. 06 Natural Language Processing Computational understanding and generation of human language, including text analytics and language models. 07 Human Computer Interaction Design and evaluation of usable, accessible and human-centred interactive computing systems. 08 Robotics Autonomous systems, perception-action loops, control and human-robot collaboration.

Updates

News & Announcements

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Calendar

Upcoming Events

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10 September 2026, 17:00 · Seminar
Seminar: Responsible AI in Practice (DEMO)
Online (Video Conference)
20 November 2026, 15:00 · Webinar
ICResG Annual Research Webinar (DEMO)
Online (Video Conference)

Watch & Learn

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Collaboration

Affiliations & Partners

All partners →
Aurora Data Science Lab Canada
Cape Delta University South Africa
Corveil AI United States
Global Society for Intelligent Systems International
Helix AI Research Institute Germany
Institute of Applied Computing International
Kwarabridge University Nigeria
Meridian Institute of Technology United States

Join ICResG

Turn your ideas into impact.

Open membership irrespective of institution or location. Collaborate on real research, earn authorship through genuine contribution, and help transform promising ideas into publications, software and datasets.

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Free, and no application to wait on.

Our Partners & Affiliations

Aurora Data Science Lab Cape Delta University Corveil AI Global Society for Intelligent Systems Helix AI Research Institute Institute of Applied Computing Kwarabridge University Meridian Institute of Technology National Digital Innovation Agency Northbridge University Savanna Intelligence Institute Vantatech Systems Zenithdata Analytics