Computer Vision
What is Computer Vision?
Computer vision simulates the way humans see things with camera, enables computers to see, understand, and interpret visual information from images or videos.
What can Computer Vision do?
Computer vision can understand a lot of thing such as human, vehicle, character, behavior, animal and many more.
Computer Vision Applications
Transportation
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Traffic violation detection
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Vehicle counting & traffic jam detection
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License plate recognition & finding stolen car
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Traffic analysis and optimization
Safety and security
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Intrusion alert
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Fighting and crowd detection
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Detect dangerous people
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Fall/faint detection
Manufacturing
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Quality control
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Staff monitoring
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Labor safety and regulation compliance
Retail
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Customer analysis (age, gender, familiar customer ...)
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Customer counting
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Heatmap analysis
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Staff monitoring (face timekeeping, comply with uniforms ...)
Construction
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Road condition monitoring
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Monitor building quality
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Monitor construction site progress
And many more
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Healthcare
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Education
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Agriculture/ Aquaculture
Our Case Studies
A big oil&gas company in Vietnam want to deploy an efficient fire alarm and security solution for their nearly 3000 gas stations and over existing 10.000 cameras (4 camera per gas station).
OUR SOLUTIONS
Edge AI is best option in this situation:
We deploy AI Box (a mini computer) in each gas station, connect existing cameras and provide advanced AI processing capabilities. When incidents happen, the event is sent to the cloud server and be seen by security department via operation center and web/mobile app.
AI functions are developed using machine learning and deep learning techniques, with the help of the TensorFlow stack
Fire alarm, Intrusion detection
Remotely monitoring
Dangerous behavior detection: smoking, using cellphone,
Build an operation center to monitor all the gas station centrally, user can also use web and mobile app to monitor remotely.
ADVANTAGES
AI Box brings many advantages to the company.
Most computing happens at the box, which reduces the size and cost of the cloud server.
Existing cameras can be reused, so there is no need to purchase new ones.
The AI Box also has advanced AI functions and is easy to add more functions.
In conclusion, AI Box provides a low-cost but high-value solution for our customers, keeping gas stations safer.
Currently, the biggest electric company require staff to take photo before work session to ensure that they are present and wear correct protective clothing (helmet, gloves, safety rope for example). But the number of images is huge (over 30.000 images per day) and it is impossible to check manually. They need a solution for it.
OUR SOLUTIONS
Because all the photos have been at the server already, we propose them to deploy and AI solution at the Cloud. All taken photos will be forward to the AI server, processed to decide whether or not staff compliance with the regulation:
Face recognition to make sure right staff are present.
Helmet/gloves/safety rope/shoes/uniform detection
All AI capabilities are implemented using the TensorFlow framework.
ADVANTAGES
Now, the client only needs to review a little number of images, and they can do it everyday. Employees comply with occupational safety regulations because they will be fined if they don’t, so the occupational safety situation has improved significantly.
Viettel Store - one of biggest cellphone store in Vietnam, has more than 400 stores over the country. With a large base customer and a lot of staffs, they require a solution that can help them understand their customers and manage their employees.
OUR SOLUTIONS
To leverage current camera in stores while enhance AI capabilities on them, we propose the Edge AI (AI Box) solution:
Deploy AI Box (a mini computer) in each store, connect existing cameras and provide advanced AI processing capabilities. Now the camera monitor both the staff and customer to get info and behavior.
Function:
Customer analysis: counting, age, gender, familiar customer
Employee monitoring: uniform, face recognition
Intrusion detection
Monitor centrally from an operation center
ADVANTAGES
Viettel Store can leverage customer information to make informed decisions and increase revenue. Additionally, they can monitor their shop and employees more effectively, making the business safer and more efficient.