Citrus leaf disease detection by image processing

Citrus leaf disease detection by image processing

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Chowdhury, Mahir Faisal, Nondi, Amit, Zaman, Fardin, Akhter, Sium Ibn, Pathan, Tanjina Bilma
Awduron Eraill:	Karim, Dewan Ziaul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Deep learning CNN ResNet-50 VGG16 MobileNet-V2 InceptionResNet-V2 DenseNet-121 Machine learning Image processing > Congresses
Mynediad Ar-lein:	http://hdl.handle.net/10361/22781

Eitemau Tebyg

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Approaching transfer learning to identify correctly worn facial masks
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Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
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Analyzing students’ concentration in online courses through Webcam
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MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
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Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
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Detection of coronary artery blockage at an early stage using effective deep learning technique
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FoodieCal: a convolutional neural network based food detection and calorie estimation system
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Covid-19 infected lung detection using machine learning
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Skin disease detection and classification using deep learning
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CancerCare: A reliable and secured self-supervising and interactive system using deep learning
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Cassava leaf disease classification using deep learning and convolutional neural network ensemble
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Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
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A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
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EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
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Skin cancer classification for seven types of skin lesions
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An efficient face recognition model using multiple angular images and deep neural network architecture
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Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
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Identifying brain abnormalities using image processing and CNN models
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Explainable breast cancer detection from Histopathology images using transfer learning and XAI
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An interpretable deep learning approach to detect Alzheimer using MRI images
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A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
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Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
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An Analysis on Bengali handwritten conjunct character recognition and prediction
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Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
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Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
gan: Tahamid, Abu
Cyhoeddwyd: (2021)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
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Brain tumor segmentation from MRI images using convolutional neural networks
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A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
gan: Chowdhury, Asif Hasan, et al.
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Diabetic retinopathy detection and classification by using deep learning
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Cyhoeddwyd: (2022)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
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Cyhoeddwyd: (2022)

Detecting brain tumor using deep neural networks from MRI images
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Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
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An efficient approach for recyclable waste detection and classification using image processing techniques
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