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.

Détails bibliographiques
Auteurs principaux:	Mohsin, Md. Raiyan Bin, Ramisa, Sadia Afrin, Saad, Mohammad, Rabbani, Shahreen Husne, Tamkin, Salwa
Autres auteurs:	Ashraf, Faisal Bin
Format:	Thèse
Langue:	English
Publié:	Brac University 2022
Sujets:	IP102 Insect pest Transfer learning Data augmentation Classification Cognitive learning theory (Deep learning) Machine learning. Artificial intelligence
Accès en ligne:	http://hdl.handle.net/10361/16914

Documents similaires

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

Deep convolutional GAN-based data augmentation for medical image classification
par: Datta, Joy, et autres
Publié: (2022)

Analysis of deep learning models on low-light pest detection
par: Irtiza, Md. Samin, et autres
Publié: (2023)

Friends of the rice farmer : helpful insects, spiders, and pathogens /
par: Shepard, Barclay M.
Publié: (1987)

Pest detection system using machine learning techniques
par: Prithvi, Protyusha Barua, et autres
Publié: (2022)

Insect infection and immunity

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
par: Mubin, Kazi Ehsanul, et autres
Publié: (2022)

An efficient deep learning approach to detect skin Cancer
par: Islam, Ashfaqul, et autres
Publié: (2022)

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

Classification of peripheral blood cell images using deep learning
par: Aadi, Oyshik Ahmed, et autres
Publié: (2024)

Predicting crime using deep learning
par: Shihab, Muhammad Nafees, et autres
Publié: (2024)

An efficient deep learning approach to classify white blood cells
par: Turja, Afif Ibna Kadir Khan, et autres
Publié: (2024)

An efficient deep learning approach to detect citrus leaves disease
par: Emon, Shaharear Hossain, et autres
Publié: (2024)

Generation of realistic images from human drawn sketches using deep learning
par: Mahbub, Mohammed Julfikar Ali, et autres
Publié: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
par: Badhon, Ariful Islam Mahmud, et autres
Publié: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
par: Sakir, Adnan, et autres
Publié: (2023)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
par: Mahtab, Motahar, et autres
Publié: (2022)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
par: Roy, Aditya, et autres
Publié: (2023)

Deep learning-based waste classification system for efficient waste management
par: Nakib, Abdullah Al, et autres
Publié: (2022)

Classification of Bangladeshi soil texture using convolutional neural network
par: Raj, Hafiz Mohiuddin, et autres
Publié: (2023)

Bang-lish sentiment classification using deep learning
par: Saleheen, Abrar, et autres
Publié: (2023)

An interpretable transformer based approach to classify Malaria from blood cell images
par: Islam, Mehafuza, et autres
Publié: (2023)

An efficient deep learning approach to detect skin cancer using image data
par: Chowdhury, Yaser Al Rahman, et autres
Publié: (2023)

Gene classification and pattern analysis using data mining and machine learning techniques
par: Ramisa, Aiman Jabeen, et autres
Publié: (2021)

Yoga posture recognition using the deep learning process
par: Islam, Abidul, et autres
Publié: (2023)

Ecological methods in forest pest management
par: Wainhouse, David

A framework for sentiment analysis: a data-driven approach
par: Islam, Md. Jahedul, et autres
Publié: (2021)

A deep learning approach to integrate human-level understanding in a Chatbot
par: Al Mamun, Amirul Islam, et autres
Publié: (2021)

Corn leaf disease detection using deep convolution neural network
par: Rabbi, Rawhatur, et autres
Publié: (2023)

Self-learning game bot using deep reinforcement learning
par: Ananto, Azizul Haque
Publié: (2018)

A modern technique to detect potholes by Computer Vision and Deep Learning
par: Saif, Muntasir Mahmud, et autres
Publié: (2023)

Damaged road detection using Image Processing and Deep Learning
par: Swadesh, Shimran Mahbub, et autres
Publié: (2022)

Classification of retinal diseases from OCT images using deep learning models
par: Mokarrom, Md Saif, et autres
Publié: (2024)

How we learn and why we don't : student survival guide using the cognitive profile inventory /
par: Krause, Lois Breur
Publié: (2008)

Malicious data classification in packet data network through hybrid meta deep learning
par: Tapu, Sakib Uddin, et autres
Publié: (2023)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
par: Ghosh, Kawshik Kumar, et autres
Publié: (2023)

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

An implementation and analysis of deep learning models for the detection of wheat diseases
par: Zubair, Ahmad, et autres
Publié: (2024)

Deep Learning based Bangla Voice to Braille Character Conversion System
par: Iqbal, Syed Bayes, et autres
Publié: (2022)

Rumor detection in Bangla using machine learning & deep learning
par: Ahmed, Md Istiaq, et autres
Publié: (2023)