Pothole detection using lightweight network models

Pothole detection using lightweight network models

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Abdullah, S. M., Hasan, Shakib Al, Parsa, Antara Firoz, Kabbya, MD. Asif Shahidullah, Talukder, Anika Hasan
Awduron Eraill:	Noor, Jannatun
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Machine learning Neural networks Deep learning Lightweight models Road construction industry > Automation. Computational intelligence.
Mynediad Ar-lein:	http://hdl.handle.net/10361/23966

Eitemau Tebyg

Deep learning-based real-time pothole detection for avoiding road accident
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A modern technique to detect potholes by Computer Vision and Deep Learning
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Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
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Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
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A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
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Leveraging sequential deep learning models for detecting multitude of human action categories
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Intracranial hemorrhage detection using CNN-LSTM fusion model
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Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
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Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
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An efficient deep learning approach to detect skin cancer using image data
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Multimodal human detection in disaster situations using deep learning & artificial intelligence
gan: Rafat, Md. Tasbi, et al.
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Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
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Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Brain tumor detection with convolutional neural network
gan: Galib, Abrar Tahmid, et al.
Cyhoeddwyd: (2024)

An efficient ML approach to detect brain tumor using MRI images
gan: Muktadir, MD. Arafat, et al.
Cyhoeddwyd: (2024)

A deep learning approach for prediction of ADHD using brain structure
gan: Siam, Shafin Ahad, et al.
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BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
gan: Mahtab, Motahar, et al.
Cyhoeddwyd: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

Detecting Deepfake images using deep convolutional neural network
gan: Dhar, Arpita, et al.
Cyhoeddwyd: (2022)

Diabetic retinopathy detection and classification by using deep learning
gan: Hossain, Shahriar, et al.
Cyhoeddwyd: (2022)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
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Visual object classification from fMRI data
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Cyhoeddwyd: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
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Detection of handwritten text using convolutional neural network
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Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
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Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Fruit and vegetable freshness detection using deep learning
gan: Haque, Md. Mahidul, et al.
Cyhoeddwyd: (2023)

Application of CNN based architectures in detection of distracted drivers
gan: Arafin, Irfana, et al.
Cyhoeddwyd: (2023)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
gan: Sagor, Mostofa Kamal, et al.
Cyhoeddwyd: (2021)

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

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Roads and resources : appropriate technology in road construction in developing countries : a study prepared for the International Labour Office within the framework of the World Employment Programme /
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Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

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

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

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