Classifying insect pests from image data using deep learning

Classifying insect pests from image data using deep learning

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

Manylion Llyfryddiaeth
Prif Awduron:	Mohsin, Md. Raiyan Bin, Ramisa, Sadia Afrin, Saad, Mohammad, Rabbani, Shahreen Husne, Tamkin, Salwa
Awduron Eraill:	Ashraf, Faisal Bin
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	IP102 Insect pest Transfer learning Data augmentation Classification Cognitive learning theory (Deep learning) Machine learning. Artificial intelligence
Mynediad Ar-lein:	http://hdl.handle.net/10361/16914

Eitemau Tebyg

Literature review of insect pests and diseases of rice in Bangladesh.
Cyhoeddwyd: (1977)

Deep convolutional GAN-based data augmentation for medical image classification
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Cyhoeddwyd: (2022)

Analysis of deep learning models on low-light pest detection
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Cyhoeddwyd: (2023)

Friends of the rice farmer : helpful insects, spiders, and pathogens /
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Cyhoeddwyd: (1987)

Pest detection system using machine learning techniques
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Cyhoeddwyd: (2022)

Insect infection and immunity

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
gan: Mubin, Kazi Ehsanul, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect skin Cancer
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Cyhoeddwyd: (2022)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
Cyhoeddwyd: (2024)

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to classify white blood cells
gan: Turja, Afif Ibna Kadir Khan, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect citrus leaves disease
gan: Emon, Shaharear Hossain, et al.
Cyhoeddwyd: (2024)

Generation of realistic images from human drawn sketches using deep learning
gan: Mahbub, Mohammed Julfikar Ali, et al.
Cyhoeddwyd: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
gan: Mahtab, Motahar, et al.
Cyhoeddwyd: (2022)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
gan: Roy, Aditya, et al.
Cyhoeddwyd: (2023)

Deep learning-based waste classification system for efficient waste management
gan: Nakib, Abdullah Al, et al.
Cyhoeddwyd: (2022)

Classification of Bangladeshi soil texture using convolutional neural network
gan: Raj, Hafiz Mohiuddin, et al.
Cyhoeddwyd: (2023)

Bang-lish sentiment classification using deep learning
gan: Saleheen, Abrar, et al.
Cyhoeddwyd: (2023)

An interpretable transformer based approach to classify Malaria from blood cell images
gan: Islam, Mehafuza, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect skin cancer using image data
gan: Chowdhury, Yaser Al Rahman, et al.
Cyhoeddwyd: (2023)

Gene classification and pattern analysis using data mining and machine learning techniques
gan: Ramisa, Aiman Jabeen, et al.
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Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
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Ecological methods in forest pest management
gan: Wainhouse, David

A framework for sentiment analysis: a data-driven approach
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Cyhoeddwyd: (2021)

A deep learning approach to integrate human-level understanding in a Chatbot
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Corn leaf disease detection using deep convolution neural network
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Cyhoeddwyd: (2023)

Self-learning game bot using deep reinforcement learning
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A modern technique to detect potholes by Computer Vision and Deep Learning
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Cyhoeddwyd: (2023)

Damaged road detection using Image Processing and Deep Learning
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Cyhoeddwyd: (2022)

Classification of retinal diseases from OCT images using deep learning models
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Cyhoeddwyd: (2024)

How we learn and why we don't : student survival guide using the cognitive profile inventory /
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Cyhoeddwyd: (2008)

Malicious data classification in packet data network through hybrid meta deep learning
gan: Tapu, Sakib Uddin, et al.
Cyhoeddwyd: (2023)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
gan: Ghosh, Kawshik Kumar, et al.
Cyhoeddwyd: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
gan: Khan, Ibrahim
Cyhoeddwyd: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Deep Learning based Bangla Voice to Braille Character Conversion System
gan: Iqbal, Syed Bayes, et al.
Cyhoeddwyd: (2022)

Rumor detection in Bangla using machine learning & deep learning
gan: Ahmed, Md Istiaq, et al.
Cyhoeddwyd: (2023)