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Project Overview
Project Name
AEye
Industry
Sports, and Automotive
Category
Computer Vision / AI
Objective
Utilize advanced object detection and tracking technologies to enhance security systems, sports analytics, and safety applications across various industries.
Core Objective
Create innovative systems of computation vision for real-time object recognition and tracking in a variety of contexts.
Solution
Launched several projects involving the use of YOLO and DeepSORT algorithms for real-time detection and tracking of objects like balls, football players, helmets, and other protective gear.
Result
Provided dynamic and viable solutions in the areas of enhanced accuracy and performance in sports analysis, safety, and security features.
Introduction
Project Introduction
In the realms of sports and automotive safety, timing is of the essence more often than not. AEye provides pioneering computer vision technology to improve analysis, safety, and automation. With the help of the preciseness and speed of our AI-powered systems, we monitor the objects in real time to offer the most efficient performance parameters and ensure the protection of the asset.
Problem
THE Problem
In sectors like sports, security, and automotive industries, real-time object detection and tracking are critical for enhancing analysis, safety, and automation. The challenge was to develop highly accurate and efficient systems that could detect and track specific objects such as balls, players, or safety gear in dynamic environments. These applications required precision, speed, and adaptability to different scenarios.
Clients in sports, security, and automotive fields needed reliable computer vision solutions to automate processes, improve safety, and provide accurate, real-time data for decision-making.
Solution
The Solution
To meet the diverse needs of our clients, we developed several computer vision systems designed for object detection and tracking. These projects utilized cutting-edge technologies like YOLO for object detection and DeepSORT for tracking. The solutions offered real-time insights and automated monitoring across different industries
How It Work
Here's how it works
Ball Detection & Tracking
Combining YOLO and DeepSORT algorithms, we developed a system that tracks the balls in sport-related contexts, displaying the path and speed of the moving objects in real-time.
Football Player Detection
It identifies football players on the pitch and records their activity to be used by coaches and analysts in the assessment of performance, movement, and positioning of the players accurately.
Protective Wear Detection
Used in safe industrial applications, this kind of system examines all the protective attire put on by employees or athletes and ensures safety standards during use.
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
Technologies
Tools & Technologies
Feedback
Client Feedback
“These systems have transformed the way we analyze sports and monitor safety in real time. The accuracy and speed of detection are impressive.”
Sports & Automotive Industry Clients
Results
Combined with our object detection and tracking systems, our AI-based solutions have been installed in various sectors and provide real-time information that helps to increase productivity, security, and control.
Deliverables:
Real-Time Object Detection
To address these challenges, specialized solutions were implemented for ball detection, player detection, and protective equipment identification in complex situations.
Automated Tracking
It also offered systems for a continuous tracking environment to give better control in the process of monitoring and analysis.
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:
Improved Accuracy
Improved object recognition and subsequently tracking in various sport and safety-related activities.
Increased Efficiency
Employing automated processes succeeded in minimizing manual monitoring with the added advantage of producing results more often and with better accuracy.
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
Why Us?
Why Us
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Company Address
- 2108 N St, Sacramento, CA 95816, United States
- Office #301, 3rd Floor, Plot #80-C, Main Khayaban-e-Jami, Phase-VII, DHA Karachi
- +1 760-417-4769
- contact@bleedai.com
