You will get Real-Time Rule Analysis Expert - Insights for Informed Decision-Making
Project details
With the evolution of technology, the use of modern agriculture machinery and implements is
rising too. Consequently, the human interventions requiring forceful exertions wirh awkward
posture are also prevailing. Working posture can affect the comfort and productivity of labor
in doing manual work. In this study, RULA method is used to determine the risk level of
musculoskeletal disorders injury in the production process.
The goal of the proposed project is to create computer vision software that computes the Rapid
Upper Limb Assessment while watching real-time recordings of industrial workers
using various machinery. repetitive and uncomfortable postures would result in
musculoskeletal problems.
The software will analyse video feeds to determine the worker's upper body posture using
machine learning methods, and will then compute the RULA score in accordance. By
contrasting the results with footage from six different businesses, the initiative will also assess
the software's accuracy. The software has the ability to assist businesses in evaluating and
enhancing the ergonomic safety of their employees, resulting in more productivity and fewer
workplace accidents
rising too. Consequently, the human interventions requiring forceful exertions wirh awkward
posture are also prevailing. Working posture can affect the comfort and productivity of labor
in doing manual work. In this study, RULA method is used to determine the risk level of
musculoskeletal disorders injury in the production process.
The goal of the proposed project is to create computer vision software that computes the Rapid
Upper Limb Assessment while watching real-time recordings of industrial workers
using various machinery. repetitive and uncomfortable postures would result in
musculoskeletal problems.
The software will analyse video feeds to determine the worker's upper body posture using
machine learning methods, and will then compute the RULA score in accordance. By
contrasting the results with footage from six different businesses, the initiative will also assess
the software's accuracy. The software has the ability to assist businesses in evaluating and
enhancing the ergonomic safety of their employees, resulting in more productivity and fewer
workplace accidents
AI Development Type
Deep LearningAI Development Language
PythonWhat's included $100
These options are included with the project scope.
$100
- Delivery Time 3 days
- Number of Revisions 2
- Detailed Code Comments
- Model Documentation
- Source Code
Optional add-ons
You can add these on the next page.
Fast 1 Day Delivery
+$1About Sanjeet
Proactive Freelancer | Data & Business Analyst | HubSpot Specialist
Delhi, India - 8:37 pm local time
I am a results-driven professional with expertise in Data Analysis, Business Analysis, HubSpot, Marketing, Lead Generation, and Market Research.
Key Skills:
Data Analysis: Proficient in analyzing complex datasets to extract valuable insights, enabling data-driven decision-making.
Business Analysis: Skilled in identifying business needs, formulating strategies, and implementing solutions to enhance operational efficiency.
HubSpot: Adept at leveraging HubSpot tools to streamline marketing and sales processes, optimizing customer engagement.
Marketing: Proven track record in creating and executing successful marketing campaigns, both online and offline.
Lead Generation: Experienced in developing and implementing lead generation strategies to fuel sales pipelines.
Market Research: Conduct thorough market research to provide actionable intelligence for business planning and expansion.
Team Leadership: I lead a skilled technical team, ensuring the successful execution of projects and delivery of high-quality results.
Why Choose Me:
Proven expertise in transforming raw data into actionable insights.
Strategic thinker with a keen understanding of business processes.
HubSpot proficiency for seamless marketing and sales integration.
Track record of successful marketing campaigns and lead generation.
A dedicated team of technical experts ensures project excellence.
Hourly Rate and Commitment:
As a newcomer on Upwork, I'm eager to prove myself. I'm offering my services at a competitive rate of $5 per hour initially. This reflects my dedication to delivering quality work and building a strong Upwork profile.
Steps for completing your project
After purchasing the project, send requirements so Sanjeet can start the project.
Delivery time starts when Sanjeet receives requirements from you.
Sanjeet works on your project following the steps below.
Revisions may occur after the delivery date.
Collect a dataset:
• Collect a dataset of videos that depict different people performing various tasks in different postures.
Annotate the dataset
• We will need to annotate the dataset with the RULA scores for each video. • This can be done manually or using an automated tool.