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Therapy for Arthritis pain relief: Adjustable Finger Extension Filter
Relief Through Vision – Computer Vision Solution for Arthritis Patients
Project Overview
Project Name
Therapy for Arthritis Pain Relief: Adjustable Finger Extension Filter
Industry
Medical/Healthcare
Category
Computer Vision AI
Objective
To develop a real-time, accurate, and customizable AR application that aids in arthritis pain relief by simulating finger stretching exercises.
Core Objective
Address arthritis pain management using non-invasive methods powered by AI technology.
Solution
Created an app integrating AR and computer vision techniques to provide real-time finger stretching simulation with customizable features.
Result
Delivered a user-friendly, high-performance application, achieving the desired therapeutic effect with seamless functionality on both mobile and desktop platforms.
Introduction
Project Introduction
Arthritis pain relief just got smarter! Meet the “Adjustable Finger Extension Filter,” an innovative AR app that transforms therapy with real-time finger stretching simulations. Combining medical insights and cutting-edge computer vision, this customizable, non-invasive solution brings relief to arthritis sufferers, seamlessly working across mobile and desktop platforms.
Problem
THE Problem
Arthritis is a common disease that affects the joints, causing inflammation and pain, especially for people of older age. These conventional therapies fail to address the problem adequately and sustainably thereby encouraging researchers to look into other treatment approaches. One potential strategy includes the display of visual cues which consists of movements that mimic finger stretching and which may evoke phantom relief. However, such an idea could not be put into practice with ordinary AI software that might take a lot of time to work and adapt to different gadgets.
Solution
The Solution
To address this challenge, we developed a robust AR application that integrates advanced computer vision techniques with a user-centric design.
How It Work
Here's how it works
Real-time Tracking
Built using Mediapipe and OpenCV, the app ensures accurate, high-FPS tracking of finger movements.
Customizable Features
Users can adjust stretch factors, integrate personal content, and save results as images or videos, creating a personalized therapy experience.
Cross-platform Functionality
Optimized for both mobile and desktop devices using Flutter, ensuring seamless performance regardless of the platform.
Innovative Image Processing
Leveraged image augmentation and body augmentation algorithms to simulate realistic finger stretching effects.
Automated Job Descriptions & Targeted Job Ads
It puts out accurate job specifications and leverages AI to produce job postings that reach the suitable candidate.
Smart Talent Sourcing & CV Matching
I searches career portals and social media for top candidates, and automatically matches resumes to job descriptions, ensuring only the most suitable candidates are shortlisted
Interview Assistance & Assessments
The platform helps with interview questions and provides
specialized tests to assess candidates’ skills.
Automated Offer & Onboarding
Facilitates the job offer to negotiation and final onboarding
process to its best capabilities
━ Key Features
- The finger extension effect we were looking for required an accurate and real-time tracking for fingers of both hands, that too on both desktop and mobile application. The end product managed to achieved high FPS on mobile devices.
- Another crucial factor deciding the success of the product was the realism of the finger extension result, that too in real-time. This was managed by a highly optimized image processing pipeline that stretched the fingers while maintaining realism.
- The application had complete customization interface that allowed the users to easily modify the functionality for a more personalized experience. For example, one can control the stretch factor for for length and width of the fingers.
- The application includes a feature that allows users to save their finger extension results as images or videos for later use, making it easier for them to share their results on social media or with friends and family.
- The application also includes a feature that allows users to integrate their own images or videos into the finger extension pipeline, enabling them to apply the finger extension effect to their own content for a unique and personalized experience.
Technologies
Tools & Technologies
Feedback
Client Feedback
The team delivered an innovative, user-friendly app with real-time tracking, customizable features, and seamless performance, significantly improving arthritis therapy options.
Healthcare Client
Results
The “Therapy for Arthritis Pain Relief: Adjustable Finger Extension Filter” app has redefined non-invasive arthritis therapy by blending medical innovation with AI technology.
Deliverables:
Real-Time Finger Stretching Mobile App
A fully functional mobile application with real-time finger stretching simulation
Personalized Therapy with Customizable Features
Customizable features for personalized therapy sessions
Seamless Cross-Platform Tracking
High-performance tracking with smooth cross-platform compatibility
End-to-End Automation
It puts out accurate job specifications and leverages AI to produce job postings that reach the suitable candidate.
AI-Driven Tools
I searches career portals and social media for top candidates, and automatically matches resumes to job descriptions, ensuring only the most suitable candidates are shortlisted
Benefits:
Ease of Use
Intuitive interface with adjustable settings for individual needs
Enhanced Therapy
Realistic visual effects that deliver the desired phantom relief sensation
Scalability
Seamless performance across devices, catering to diverse user bases
90% Less Manual Work
The platform reduces the proportion of manual tasks in the
recruitment process to a very minimum, thus allowing HR
professionals to focus on more strategic work.
Increased Efficiency & Accuracy
CV matching and candidate assessments through AI help the
platform avoid human intervention and shorter time-to-hire,
and decrease the possibility of hiring the wrong people.
Cost Savings
It is extensively cost-effective because, through automation, it eliminates burdensome tasks and thus is able to conduct
recruitments at relatively cheap costs
━ Conclusion
Our Computer Vision solution for arthritis patients provided an innovative and effective approach to relieve pain and stiffness in the joints. By leveraging advanced technology, the system helped patients identify and track changes in their joint movements, enabling them to adjust their treatment and management plans accordingly. The project demonstrated the potential of technology to enhance healthcare and improve the quality of life for patients. By providing an alternative to conventional methods of pain relief, the system offers a valuable solution for individuals suffering from arthritis and other chronic pain conditions.
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