Analysis of deep learning models on low-light pest detection

Analysis of deep learning models on low-light pest detection

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

Manylion Llyfryddiaeth
Prif Awduron:	Irtiza, Md. Samin, Ahmed, Fattah, Haque, Md. Tahmidul, Tamim, Arifur Rahman, Sultana, Samia
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Low-light images Enhancement network Deep learning Object detection Insect Machine learning Computer vision
Mynediad Ar-lein:	http://hdl.handle.net/10361/21848

Eitemau Tebyg

Classifying insect pests from image data using deep learning
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Cyhoeddwyd: (2022)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
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Cyhoeddwyd: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
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Cyhoeddwyd: (2024)

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

Insect infection and immunity

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

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

Detection of Deepfake using computer vision and deep learning
gan: Rahman, Anisur, et al.
Cyhoeddwyd: (2023)

The nature of light : what is a photon? /
Cyhoeddwyd: (2008)

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

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
gan: Sanjana, Jasia, et al.
Cyhoeddwyd: (2024)

Designing with light /
gan: Meyers, Victoria
Cyhoeddwyd: (2006)

Fundamentals of architectural lighting /
gan: Mills, Samuel M.
Cyhoeddwyd: (2018)

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

Design of an electricity efficient street light system
gan: Islam, Naimul, et al.
Cyhoeddwyd: (2023)

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
gan: Tasnim, Sanjida, et al.
Cyhoeddwyd: (2024)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
gan: Mostafa, Tanzim, et al.
Cyhoeddwyd: (2022)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

Dragonflies and damselflies

ভারতের কীটপতঙ্গ /
gan: মানি, এম. এস

Colour & light : spatial experience /
Cyhoeddwyd: (2017)

KDANet: optical recognition for Bangla language using deep neural networks
gan: Rabbi, Kazi Kamruzzaman, et al.
Cyhoeddwyd: (2023)

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

Lightbook : the practice of lighting design /
gan: Brandi, Ulrike
Cyhoeddwyd: (2001)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
gan: Datta, Anurag, et al.
Cyhoeddwyd: (2022)

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

Computer assisted learning dictionary for rural students
gan: Rasel, Annajiat Alim
Cyhoeddwyd: (2018)

Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
gan: Saikat, Nayem Hossain, et al.
Cyhoeddwyd: (2024)

Semi-automatic system of lumen measurement of LED lights in an embedded box
gan: Toyan, Md. Aftahee, et al.
Cyhoeddwyd: (2018)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
gan: Mizan, Mubasshira, et al.
Cyhoeddwyd: (2024)

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

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
gan: Rahman, Fardin, et al.
Cyhoeddwyd: (2024)

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

A secured federated learning system leveraging confidence score to identify retinal disease
gan: Eshan, M Sakib Osman, et al.
Cyhoeddwyd: (2023)

Using deep learning algorithms to detect violent activities
gan: Ammar, S.M. Rojin, et al.
Cyhoeddwyd: (2019)

Deep learning-based real-time pothole detection for avoiding road accident
gan: Basher, Rafsan, et al.
Cyhoeddwyd: (2022)

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

Tiny-ML based person identification in dynamic motion
gan: Ahmed, Mirza Raiyan, et al.
Cyhoeddwyd: (2024)

Retinal Diseases Detection using Deep Learning
gan: Mashfi, Shahriar, et al.
Cyhoeddwyd: (2023)