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

Podrobná bibliografie
Hlavní autoři: Prithvi, Protyusha Barua, Zahin, Fabliha, Anny, Sanjida Sultana
Další autoři: Chakrabarty, Amitabha
Médium: Diplomová práce
Jazyk:English
Vydáno: Brac University 2022
Témata:
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)
On-line přístup:http://hdl.handle.net/10361/17127

Internet

http://hdl.handle.net/10361/17127

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