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.

Xehetasun bibliografikoak
Egile Nagusiak:	Rukaiya, Maymuna, Khan Soumik, Md. Muhtadee Faiaz, Sakib, Sazzad Hossan, Islam, Md. Ashikul, Ishrak, Mohammad Farhan
Beste egile batzuk:	Rhaman, Dr. Md. Khalilur
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2023
Gaiak:	Human detection Machine learning YOLO v7 Faster R-CNN Bangla speech recognition Thermal image Primary dataset Machine learning. Artificial intelligence.
Sarrera elektronikoa:	http://hdl.handle.net/10361/21922

Antzeko izenburuak

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

Chronic kidney disease detection using ensemble classi ers and feature set reduction
nork: Shawan, Naveed Rahman, et al.
Argitaratua: (2019)

Infrared thermography based defect analysis of photovoltaic modules using machine learning
nork: Mobin, Ovib Hassan, et al.
Argitaratua: (2021)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
nork: Hasan, Anita, et al.
Argitaratua: (2022)

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

Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch
nork: Uddin, Md. Minhaz, et al.
Argitaratua: (2023)

Real-time crime detection using convolutional LSTM and YOLOv7
nork: Sakiba, Cyrus, et al.
Argitaratua: (2023)

A comparative performance analysis of accident anticipation with deep learning extractors
nork: Mostak, Alfi Mashab, et al.
Argitaratua: (2023)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
nork: Islam, Roman, et al.
Argitaratua: (2024)

Heart disease prediction using machine learning algorithms
nork: Ali, Musfiq, et al.
Argitaratua: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
nork: Rafat, Md. Tasbi, et al.
Argitaratua: (2023)

Detecting fake news on Covid-19 using machine learning algorithms
nork: Hossain, Farhan, et al.
Argitaratua: (2023)

Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network
nork: Zaman, Sara Milham, et al.
Argitaratua: (2023)

Public vehicle ETA system using machine learning
nork: Kabir, Md. Miraz, et al.
Argitaratua: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
nork: Choudhury, Ahnaf Atef, et al.
Argitaratua: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
nork: Hoque, Ehsanul, et al.
Argitaratua: (2021)

Application of machine learning in credit risk assessment: a prelude to smart banking
nork: Dhruba, Mir Ishrak Maheer, et al.
Argitaratua: (2019)

Automated overtaking assistance system: a real-time approach using deep learning techniques
nork: Moonjarin, Musarrat, et al.
Argitaratua: (2023)

Alumni opportunities using machine learning
nork: Siaum, Arshif Sharlimin, et al.
Argitaratua: (2019)

Identification of fake news using machine learning in distributed system
nork: Saif, Mehruz, et al.
Argitaratua: (2021)

Reinforcement learning based autonomous vehicle for exploration and exploitation of undiscovered track
nork: Issa, Razin Bin, et al.
Argitaratua: (2020)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
nork: Alhossen, Md., et al.
Argitaratua: (2021)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
nork: Toufique, S.M, et al.
Argitaratua: (2024)

Machine learning as an indicator for breast cancer prediction
nork: Shadman, Tahsin Mohammed, et al.
Argitaratua: (2019)

A deep learning approach towards soft biometrics attributes prediction using CNN
nork: Kibria, Maharab, et al.
Argitaratua: (2022)

Recognising license plate from image data using deep learning
nork: Golder, Rupam, et al.
Argitaratua: (2023)

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

A machine learning approach to detect depression and anxiety using supervised learning
nork: Ullas, Md Tahmidur Rahman, et al.
Argitaratua: (2019)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
nork: Chakma, Mitesh, et al.
Argitaratua: (2018)

Predicting climate induced floods using machine learning
nork: Saleh, Chowdhury Nafis, et al.
Argitaratua: (2022)

The influence of neuromarketing: machine learning based empirical analysis
nork: Muktadir, MD. Abdullah Al, et al.
Argitaratua: (2024)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
nork: Ahmed, Sajjad
Argitaratua: (2019)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
nork: Chowdhury, Himadri, et al.
Argitaratua: (2019)

Fault detection in waste water treatment plant using statistical analysis & machine learning
nork: Haque, Md. Ezazul, et al.
Argitaratua: (2019)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
nork: Fahim, Kaji Mehedi Hasan, et al.
Argitaratua: (2024)

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

Fire and disaster detection with multimodal quadcopter By machine learning
nork: Afrin, Anika, et al.
Argitaratua: (2023)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
nork: Raizan, Syed Ahsan, et al.
Argitaratua: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
nork: Zubair, Ahmad, et al.
Argitaratua: (2024)

Real-time foul detection in football matches using machine learning techniques
nork: Siddiqui, Bishal Sadi, et al.
Argitaratua: (2024)