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.

Dettagli Bibliografici
Autori principali:	Mohsin, Md. Raiyan Bin, Ramisa, Sadia Afrin, Saad, Mohammad, Rabbani, Shahreen Husne, Tamkin, Salwa
Altri autori:	Ashraf, Faisal Bin
Natura:	Tesi
Lingua:	English
Pubblicazione:	Brac University 2022
Soggetti:	IP102 Insect pest Transfer learning Data augmentation Classification Cognitive learning theory (Deep learning) Machine learning. Artificial intelligence
Accesso online:	http://hdl.handle.net/10361/16914

Documenti analoghi

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

Deep convolutional GAN-based data augmentation for medical image classification
di: Datta, Joy, et al.
Pubblicazione: (2022)

Analysis of deep learning models on low-light pest detection
di: Irtiza, Md. Samin, et al.
Pubblicazione: (2023)

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

Pest detection system using machine learning techniques
di: Prithvi, Protyusha Barua, et al.
Pubblicazione: (2022)

Insect infection and immunity

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

An efficient deep learning approach to detect skin Cancer
di: Islam, Ashfaqul, et al.
Pubblicazione: (2022)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Gene classification and pattern analysis using data mining and machine learning techniques
di: Ramisa, Aiman Jabeen, et al.
Pubblicazione: (2021)

Yoga posture recognition using the deep learning process
di: Islam, Abidul, et al.
Pubblicazione: (2023)

Ecological methods in forest pest management
di: Wainhouse, David

A framework for sentiment analysis: a data-driven approach
di: Islam, Md. Jahedul, et al.
Pubblicazione: (2021)

A deep learning approach to integrate human-level understanding in a Chatbot
di: Al Mamun, Amirul Islam, et al.
Pubblicazione: (2021)

Corn leaf disease detection using deep convolution neural network
di: Rabbi, Rawhatur, et al.
Pubblicazione: (2023)

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

A modern technique to detect potholes by Computer Vision and Deep Learning
di: Saif, Muntasir Mahmud, et al.
Pubblicazione: (2023)

Damaged road detection using Image Processing and Deep Learning
di: Swadesh, Shimran Mahbub, et al.
Pubblicazione: (2022)

Classification of retinal diseases from OCT images using deep learning models
di: Mokarrom, Md Saif, et al.
Pubblicazione: (2024)

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

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

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

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

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

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

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