Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

書誌詳細
主要な著者:	Rukaiya, Maymuna, Khan Soumik, Md. Muhtadee Faiaz, Sakib, Sazzad Hossan, Islam, Md. Ashikul, Ishrak, Mohammad Farhan
その他の著者:	Rhaman, Dr. Md. Khalilur
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2023
主題:	Human detection Machine learning YOLO v7 Faster R-CNN Bangla speech recognition Thermal image Primary dataset Machine learning. Artificial intelligence.
オンライン･アクセス:	http://hdl.handle.net/10361/21922

類似資料

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
著者:: Mostafa, Tanzim, 等
出版事項: (2022)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
著者:: Shawan, Naveed Rahman, 等
出版事項: (2019)

Infrared thermography based defect analysis of photovoltaic modules using machine learning
著者:: Mobin, Ovib Hassan, 等
出版事項: (2021)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
著者:: Hasan, Anita, 等
出版事項: (2022)

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
著者:: Sanjana, Jasia, 等
出版事項: (2024)

Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch
著者:: Uddin, Md. Minhaz, 等
出版事項: (2023)

Real-time crime detection using convolutional LSTM and YOLOv7
著者:: Sakiba, Cyrus, 等
出版事項: (2023)

A comparative performance analysis of accident anticipation with deep learning extractors
著者:: Mostak, Alfi Mashab, 等
出版事項: (2023)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
著者:: Islam, Roman, 等
出版事項: (2024)

Heart disease prediction using machine learning algorithms
著者:: Ali, Musfiq, 等
出版事項: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
著者:: Rafat, Md. Tasbi, 等
出版事項: (2023)

Detecting fake news on Covid-19 using machine learning algorithms
著者:: Hossain, Farhan, 等
出版事項: (2023)

Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network
著者:: Zaman, Sara Milham, 等
出版事項: (2023)

Public vehicle ETA system using machine learning
著者:: Kabir, Md. Miraz, 等
出版事項: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
著者:: Choudhury, Ahnaf Atef, 等
出版事項: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
著者:: Hoque, Ehsanul, 等
出版事項: (2021)

Application of machine learning in credit risk assessment: a prelude to smart banking
著者:: Dhruba, Mir Ishrak Maheer, 等
出版事項: (2019)

Automated overtaking assistance system: a real-time approach using deep learning techniques
著者:: Moonjarin, Musarrat, 等
出版事項: (2023)

Alumni opportunities using machine learning
著者:: Siaum, Arshif Sharlimin, 等
出版事項: (2019)

Identification of fake news using machine learning in distributed system
著者:: Saif, Mehruz, 等
出版事項: (2021)

Reinforcement learning based autonomous vehicle for exploration and exploitation of undiscovered track
著者:: Issa, Razin Bin, 等
出版事項: (2020)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
著者:: Alhossen, Md., 等
出版事項: (2021)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
著者:: Toufique, S.M, 等
出版事項: (2024)

Machine learning as an indicator for breast cancer prediction
著者:: Shadman, Tahsin Mohammed, 等
出版事項: (2019)

A deep learning approach towards soft biometrics attributes prediction using CNN
著者:: Kibria, Maharab, 等
出版事項: (2022)

Recognising license plate from image data using deep learning
著者:: Golder, Rupam, 等
出版事項: (2023)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
著者:: Datta, Anurag, 等
出版事項: (2022)

A machine learning approach to detect depression and anxiety using supervised learning
著者:: Ullas, Md Tahmidur Rahman, 等
出版事項: (2019)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
著者:: Chakma, Mitesh, 等
出版事項: (2018)

Predicting climate induced floods using machine learning
著者:: Saleh, Chowdhury Nafis, 等
出版事項: (2022)

The influence of neuromarketing: machine learning based empirical analysis
著者:: Muktadir, MD. Abdullah Al, 等
出版事項: (2024)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
著者:: Ahmed, Sajjad
出版事項: (2019)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
著者:: Chowdhury, Himadri, 等
出版事項: (2019)

Fault detection in waste water treatment plant using statistical analysis & machine learning
著者:: Haque, Md. Ezazul, 等
出版事項: (2019)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
著者:: Fahim, Kaji Mehedi Hasan, 等
出版事項: (2024)

Using deep learning algorithms to detect violent activities
著者:: Ammar, S.M. Rojin, 等
出版事項: (2019)

Fire and disaster detection with multimodal quadcopter By machine learning
著者:: Afrin, Anika, 等
出版事項: (2023)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
著者:: Raizan, Syed Ahsan, 等
出版事項: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
著者:: Zubair, Ahmad, 等
出版事項: (2024)

Real-time foul detection in football matches using machine learning techniques
著者:: Siddiqui, Bishal Sadi, 等
出版事項: (2024)