Damaged road detection using Image Processing and Deep Learning

Damaged road detection using Image Processing and Deep Learning

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

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Swadesh, Shimran Mahbub, Ahmed, Rifat, Hossain, MD. Imran, Rahman, MD. Raihan
Άλλοι συγγραφείς:	Rodoshi, Ahnaf
Μορφή:	Thesis
Γλώσσα:	en_US
Έκδοση:	Brac University 2022
Θέματα:	Index Terms—Deep Learning Road Crack Detection Categorization Object Recognition Transfer Learning and RELU Deep learning (Machine learning) Image processing > Digital techniques Cognitive learning theory (Deep learning)
Διαθέσιμο Online:	http://hdl.handle.net/10361/17596

Παρόμοια τεκμήρια

Deep learning-based real-time pothole detection for avoiding road accident
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Έκδοση: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
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Έκδοση: (2023)

Traffic sign recognition using deep learning
ανά: Amir, Afia Binte, κ.ά.
Έκδοση: (2020)

Corn leaf disease detection using deep convolution neural network
ανά: Rabbi, Rawhatur, κ.ά.
Έκδοση: (2023)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
ανά: Badhon, Ariful Islam Mahmud, κ.ά.
Έκδοση: (2022)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
ανά: Joy, Tanvir Ahmed, κ.ά.
Έκδοση: (2021)

Classification of peripheral blood cell images using deep learning
ανά: Aadi, Oyshik Ahmed, κ.ά.
Έκδοση: (2024)

Empowering mobile network planning through deep learning: a path to democratization
ανά: Nabi, Syed Tauhidun
Έκδοση: (2024)

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
ανά: Islam, Md Rashidul
Έκδοση: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
ανά: Pranta, Kazi Al Refat, κ.ά.
Έκδοση: (2024)

A comparative study of deep learning methods for automating road condition characterization
ανά: Ruhi, Zurana Mehrin, κ.ά.
Έκδοση: (2021)

Behavior change analysis due to violent video gaming using deep learning models
ανά: Rahman, Akhlak Ur, κ.ά.
Έκδοση: (2024)

Predicting crime using deep learning
ανά: Shihab, Muhammad Nafees, κ.ά.
Έκδοση: (2024)

A deep learning approach to integrate human-level understanding in a Chatbot
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Έκδοση: (2021)

An efficient deep learning approach to detect skin cancer using image data
ανά: Chowdhury, Yaser Al Rahman, κ.ά.
Έκδοση: (2023)

Application of CNN based architectures in detection of distracted drivers
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Έκδοση: (2023)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
ανά: Sagor, Mostofa Kamal, κ.ά.
Έκδοση: (2021)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
ανά: Biswas, Sunanda, κ.ά.
Έκδοση: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
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Έκδοση: (2020)

An android application to predict human activity using a deep learning LSTM model
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Έκδοση: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
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Έκδοση: (2023)

Smart companion agent for mental well-being through Deep Learning and NLP
ανά: Khan, Rafiur, κ.ά.
Έκδοση: (2021)

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

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
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Έκδοση: (2024)

Yoga posture recognition using the deep learning process
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Έκδοση: (2023)

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

Predicting regional accents of Bengali language using deep learning
ανά: Ibrahim, Md. Abu, κ.ά.
Έκδοση: (2022)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
ανά: Hossain, Prommy Sultana
Έκδοση: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
ανά: Hasan, M. M. Kamrul, κ.ά.
Έκδοση: (2022)

Document template identification and data extraction using machine learning and deep learning approach
ανά: Roy, Kaushik, κ.ά.
Έκδοση: (2024)

An implementation and analysis of deep learning models for the detection of wheat diseases
ανά: Zubair, Ahmad, κ.ά.
Έκδοση: (2024)

Pothole detection using lightweight network models
ανά: Abdullah, S. M., κ.ά.
Έκδοση: (2024)

Facial expression recognition: convolutional attentional masking network and ensemble approach
ανά: Kowsar, Ibna, κ.ά.
Έκδοση: (2021)

Sentiment analysis on Bangladesh airlines review data using machine learning
ανά: Hasib, Khan Md.
Έκδοση: (2022)

An interpretable transformer based approach to classify Malaria from blood cell images
ανά: Islam, Mehafuza, κ.ά.
Έκδοση: (2023)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
ανά: Ahmed, Yasin, κ.ά.
Έκδοση: (2018)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
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Έκδοση: (2023)

Detecting Deepfake images using deep convolutional neural network
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Έκδοση: (2022)

Deep learning-based waste classification system for efficient waste management
ανά: Nakib, Abdullah Al, κ.ά.
Έκδοση: (2022)