Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Kobra, Khadija-Tul, Suham, Rahmatul Rashid, Fairooz, Maisha
Άλλοι συγγραφείς:	Uddin, Jia
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2022
Θέματα:	Plant diseases VGG19 MobileNetV2 Inception-v3 Crop Cognitive learning theory (Deep learning) Plant diseases > Diagnosis
Διαθέσιμο Online:	http://hdl.handle.net/10361/17334

Παρόμοια τεκμήρια

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
ανά: Promita, Samanta Tabassum, κ.ά.
Έκδοση: (2022)

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
ανά: Nivrito, AKM, κ.ά.
Έκδοση: (2016)

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
ανά: Islam, Tahsin, κ.ά.
Έκδοση: (2021)

A comparative study of lung cancer prediction using deep learning
ανά: Mugdho, Aka Mohammad, κ.ά.
Έκδοση: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
ανά: Shahriar, Farhan, κ.ά.
Έκδοση: (2021)

Skin disease detection and classification using deep learning
ανά: Shuvon, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

Analyzing students’ concentration in online courses through Webcam
ανά: Asif, Md., κ.ά.
Έκδοση: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
ανά: Khan, Farhan Sakib, κ.ά.
Έκδοση: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
ανά: Athina, Fahima Hasan, κ.ά.
Έκδοση: (2022)

A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
ανά: Chowdhury, Asif Hasan, κ.ά.
Έκδοση: (2023)

Detection of skin diseases using deep learning
ανά: Shodoy, Masuk Ur Rahman
Έκδοση: (2024)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
ανά: Sani, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

Automatic waste classification using deep learning and computer vision techniques
ανά: Akash, MD., κ.ά.
Έκδοση: (2023)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
ανά: Hossain, Mohammad Sakib, κ.ά.
Έκδοση: (2023)

Citrus leaf disease detection by image processing
ανά: Chowdhury, Mahir Faisal, κ.ά.
Έκδοση: (2024)

A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
ανά: Chowdhury, Asif Hasan, κ.ά.
Έκδοση: (2023)

Identifying brain abnormalities using image processing and CNN models
ανά: Talukder, Ismat Shehrin, κ.ά.
Έκδοση: (2021)

Skin cancer classification for seven types of skin lesions
ανά: Rahman, Md. Tawsifur, κ.ά.
Έκδοση: (2024)

Smoke detection using deep Convolutional neural network
ανά: Niloy, Wahidul Hasan, κ.ά.
Έκδοση: (2021)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
ανά: Farabi, Farhan, κ.ά.
Έκδοση: (2023)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
ανά: Awwal, Alvina, κ.ά.
Έκδοση: (2021)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
ανά: Rahman, Afridi Ibn, κ.ά.
Έκδοση: (2022)

Tomato leaf disease detection using convolutional neural network
ανά: Hasan, Md. Riazul, κ.ά.
Έκδοση: (2023)

An efficient deep learning approach to predict heart failure from image data using ejection fraction
ανά: Tanvir, Nazmul Karim, κ.ά.
Έκδοση: (2023)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
ανά: Akhter, Nasrin
Έκδοση: (2023)

In-silico based vaccine development: targeting nucleocapsid protein of SARS-CoV-2.
ανά: Iva, Yesmine Akter
Έκδοση: (2022)

An efficient deep learning approach to detect citrus leaves disease
ανά: Emon, Shaharear Hossain, κ.ά.
Έκδοση: (2024)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
ανά: Datta, Pranab, κ.ά.
Έκδοση: (2021)

Covid-19 infected lung detection using machine learning
ανά: Islam, Md. Muntaha, κ.ά.
Έκδοση: (2022)

Plant leaf disease identification
ανά: Hasan Mahin, Mohammad Rakibul, κ.ά.
Έκδοση: (2024)

Real-time crime detection using convolutional LSTM and YOLOv7
ανά: Sakiba, Cyrus, κ.ά.
Έκδοση: (2023)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
ανά: Sarmi, Kaniz Fatima, κ.ά.
Έκδοση: (2022)

Simulation based distracted driver detection system using alcohol sensor and fusion of bioelectric signals to disseminate them through V2V/V2I to alleviate risky driving
ανά: Sikder, Md. Sarfaraj, κ.ά.
Έκδοση: (2019)

Domestication, production and utilization of new crops /
Έκδοση: (1997)

A text book of plant pathology /
ανά: Ashrafuzzaman, Hasan
Έκδοση: (1991)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
ανά: Bhuiyan, Mahdi Hasan, κ.ά.
Έκδοση: (2024)

Smart detection and classification of fungal disease in rice plants using image processing techniques
ανά: Rashed, Akib, κ.ά.
Έκδοση: (2024)

V.S. Naipaul : the Indian trilogy /
ανά: Mahanta, Namrata Rathore
Έκδοση: (2004)

Plants, genes, and crop biotechnology /
ανά: Chrispeels, Maarten J., 1938-
Έκδοση: (2003)

An interpretable deep learning approach to detect Alzheimer using MRI images
ανά: Oni, Farhan Anzum, κ.ά.
Έκδοση: (2023)