Construction Site Object Detection API Comparative Study

QR Code

Construction Site Object Detection API Comparative Study

Application of object detection in the construction industry has been extensive, albeit not rich. There is a huge potential in the implementation of object detection. In this project, three object detection models – YOLOv3, Detectron2, and EfficienDet are coded with Python on Google Colab. A modifie...

Full description

Bibliographic Details
Main Author:	Wong, Yew Chien
Format:	Final Year Project / Dissertation / Thesis
Published:	2022
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://eprints.utar.edu.my/4429/ http://eprints.utar.edu.my/4429/1/1706345_FYP_Report_%2D_WONG_YEW_CHIEN.pdf

Similar Items

Hazards at Construction Sites
by: Abdul Hamid, Abdul Rahim, et al.
Published: (2003)

Comparative study the most effectiveness way to reduce excess concrete between recycle, reuse and reduce in construction site
by: Nurul Fathihah, Mohd Zuki
Published: (2017)

Study on crack interaction effect of API steel using finite element analysis
by: Ahmad Syauqi Fathuddin, Md Shaimi
Published: (2012)

Soil erosion and sediment yield at construction site - a case study
by: Law, Dah Lit
Published: (2012)

Safety Research On Workers At Construction Site
by: Paul Teh, Ou Yang
Published: (2005)

A study of quality of concrete at site construction and working culture during concreting
by: Khairil Anis, Suhaimi
Published: (2015)

Development of workplace well-being indexes at construction sites
by: Omer, Mazen M., et al.
Published: (2024)

The application of mapinfo in managing material and waste at construction sites
by: Yip, Desmond Teck Wing
Published: (2006)

Construction Waste: A Comparative Study between Conventional and Prefabrication Construction Method
by: Chai, Christina Lee na
Published: (2015)

Mapping approach for examining waste management within construction sites
by: Sim, Lee Gaik
Published: (2005)

Safety And Health Management At Construction Site Of Building Projects
by: Nurdin, Muhammad Ezam
Published: (2022)

ANALYSIS OF REAL-TIME OBJECT DETECTION METHODS FOR ANDROID SMARTPHONE
by: Saipullah, Khairul Muzzammil
Published: (2012)

Comparative studies between guidelines and actual practice of safety on site in perspective of PPE
by: Ayu Andirah, Sakka
Published: (2016)

Investigating the relationship between site supervision and IBS based construction projects
by: Syamsyul Hairi, M. S., et al.
Published: (2020)

Personal digital assistants as a mobile inspection system at construction site
by: Ong, Boon Thai
Published: (2006)

Context-aware reuse in modelling instructional design and assembly of learning objects
by: Chong, Hwee-Reei, et al.
Published: (2006)

Pile-Sleeve Strength Modelling in API RP2A WSD, LRFD and ISO 19902
by: Sambu Potty, Narayanan, et al.
Published: (2010)

Solid waste management in building construction site
by: Juliana, Junaidi
Published: (2016)

The application of MI pro in the management of air quality and noise pollution at construction sites
by: Kung, Teck Li
Published: (2006)

Well-being in high-rise construction sites : Key factors
by: Fatin Amira Sofiyya, Abd Halim, et al.
Published: (2022)

Smart Sensor System in Enhancing Construction Site Safety Management
by: Suhaida @ Suhana, Kamarudin Nurul Aini Osman*, et al.
Published: (2020)

Construction Noise Prediction Using Stochastic Deep Learning
by: Ooi, Wei Chien
Published: (2022)

Automated threshold detection for object segmentation in colour image
by: Akhtaruzzaman, Md., et al.
Published: (2016)

Analysis of artificial neural network and viola-jones algorithm based moving object detection
by: Rashidan, M. Ariff, et al.
Published: (2014)

Factors affecting construction productivity: comparative study between worker's nationality
by: K., Balakrishnan, et al.
Published: (2022)

Risk assessment process of hazards in construction sites
by: Sarpin, Norliana
Published: (2006)

Comparative stiffness analysis between conventional and IBS construction method
by: Hashim, Md. Nasir
Published: (2006)

Experimental study on flow around immersed objects
by: Lailatul Jalilah, Kaharudin
Published: (2014)

Validating the impact of psychological, physical and social factors on workplace well-being at construction sites
by: Afiqah R., Radzi, et al.
Published: (2023)

Investigating the relationship between site supervision and IBS based construction projects
by: Saad, M. Syamsyul H., et al.
Published: (2019)

Impacts of construction materials and site activities to the neighbourhood environment
by: Chan, Han Wang
Published: (2023)

Introducing environment management system within construction sites
by: Zakaria, Siti Fairus
Published: (2005)

Public assessment for environmental management plan implementation: Comparative study of performance indicators of road and highway construction projects
by: Nurol Huda, Dahalan, et al.
Published: (2024)

Critical Factors For The Effective Safety Management System Of Construction Project Sites In Perak
by: Azli, Shahrul Amin Saifol
Published: (2021)

Critical factors affecting workplace well-being at construction sites across countries with different income levels
by: Omer, Mazen M., et al.
Published: (2025)

Modeling the factors affecting workplace well-being at construction sites : A cross-regional multigroup analysis
by: Afiqah R., Radzi, et al.
Published: (2024)

Object's RGB color extraction
by: Iqbal Zulkarnain, Abdul Aziz
Published: (2007)

Particulate matter (PM 2.5) at construction site: a review
by: Rosman, Putri Shazlia, et al.
Published: (2019)

Comparative study for cursor detection at endoscopic images for telepointer
by: Rohana, Abdul Karim, et al.
Published: (2022)

Hydrology study to identify potential rainwater harvesting site in Kuantan, Pahang
by: Norshilah, Tambi Chik
Published: (2016)