Pest detection system using machine learning techniques

Pest detection system using machine learning techniques

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

Detalhes bibliográficos
Main Authors: Prithvi, Protyusha Barua, Zahin, Fabliha, Anny, Sanjida Sultana
Outros Autores: Chakrabarty, Amitabha
Formato: Thesis
Idioma:English
Publicado em: Brac University 2022
Assuntos:
Deep learning
Transfer learning
Pest detection
Data augmentation
Loss function
Hyperparameter tuning
Support Vector Machine (SVM)
Inceptionv3
Xception
You Only Look Once version 5 (YOLOv5)
Convolutional Neural Network (CNN)
Machine learning
Cognitive learning theory (Deep learning)
Neural networks (Computer science)
Acesso em linha:http://hdl.handle.net/10361/17127

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