Ma Rui (Bella)
Research Title: Multi-Class Diabetic Retinopathy Classification using Self-Attention Residual Networks
Read MoreThis page comprises research projects conducted under the supervision of Dr. Happy Nkanta Monday.
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Research Title: Multi-Class Diabetic Retinopathy Classification using Self-Attention Residual Networks
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Research Title: IABiLSTM-NET Deep Learning Model for Predicting Solar Cell Degradation using Thermal Images
Read MoreResearch Title: Lightweight CNN Model for Pneumothorax Detection using Chest X-Ray Images
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Research Title: Hybrid MobileNet-BiLSTM Model with Multi-Head Attention Mechanism for Solar Radiation Prediction
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Research Title: LSTM-Based Multi-Head Attention Lightweight CNN Model for Pneumothorax Classification using Chest X-Ray Images
Read MoreResearch Title: BiLSTM-Based Inception Multi-Head Attention Network for Predicting Solar Cell Degradation using Thermal imaging
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Research Title: Classification of Diabetic Retinopathy using Residual Learning with a Custom Balanced Softmax Loss
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Research Title: Predicting the Impact of Climate Change on Solar Power Production using CNN-LSTM Models
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Research Title: Residual-Based Dual Attention Ensemble Model for Diabetic Retinopathy Classification
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Research Title: Real-Time Sky Radiance Prediction for Solar Panel Angle Optimization
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Research Title: CNN-BiLSTM-Attention Solar Energy Forecasting using Cloud Motion Vectors
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Research Title: Radiance Sky Image-Based Cloud Shadow Mapping for Solar Energy Forecasting
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Research Title: Super-Resolution with RCAN for Improved Malaria Cell Classification: A Performance Evaluation
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Research Title: Vehicle Logo Classification using Deep Learning
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Research Title: Deep learning based multi label heart disease classification multimodal trained using ECG signals and images
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Research Title: Exploration and Deployment of Migrating Ensemble Model for Fruit Classification Performance
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Research Title: Access Control System Based on Face Recognition
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Research Title: Food Classification using Convolutional Neural Network
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Research Title: An Integrated Depthwise Residual Inception Wavelet Network for Retina Disease Classification
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Research Title: Enhanced Diabetic Retinopathy Classification through Depthwise Separable CNN, Residual Learning, and Inception Technique Integration
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Research Title: Enhanced Depthwise Inception Model of Residual Learning for Rice Leaf Classification
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Research Title: Food Classification with Depthwise Separable Convolution Network
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Research Title: Optimizing Image Super-Resolution: Integrating Attention Mechanisms into SRResNet for Enhanced Detail and Clarity
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Research Title: Mask Wearing Detection Based on Faster R-CNN
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Research Title: A Separable Convolutional Neural Network Approach for Plant Disease Classification
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Research Title: Self-driving Car in Video Game using Deep Learning Approach
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Research Title: A Convolutional Neural Network Approach for the Recognition of Traffic Signs
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Research Title: Application of Fine-tuned Pre-trained Deep Learning Network for Traffic Sign Recognition
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Research Title: Flower Images Recognition based on Deep Convolutional Neural Network
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Research Title: Deep Neural Network Approach for Flower Recognition
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Research Title: Recognition of Images from CIFAR-10 dataset using Deep Learning Network
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Research Title: Classification of Clothing images using Convolutional Neural Network
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Research Title: Recognition of Flower Images using Deep Learning
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Research Title: Convolutional neural network-based technique for flower classification
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Research Title: Convolutional Neural Network for the Classification of Clothing Images
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Research Title: Application of Convolutional Neural Network for Image Recognition using CIFAR-10 Dataset
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Research Title: Deep Neural Network for Clothing Image Classification
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