Apples Center Stage using YOLOR + DeepSORT in OpenCV Python [Demo]
My Attempt at recreating Apples Center Stage Feature using YOLOR + DeepSORT in OpenCV Python [DEMO] Like, comment and subscribe if you would like a tutorial.
If you don't already know, Center Stage is a feature announced by Apple in April 2021. This feature allows you to move around hands-free and multitask during a video call. So as you move around, it will track you and keep you in the shot as long as you are within the field of view of the camera.
Multi-object detection perfectly works on the street while vehicles are passing,?? with UI animated emoji.? Full course on YOLOX Object Detection with full-stack computer vision dashboard ?️ are waiting for you! Special Thanks to @dragosstan and @rohitkukreja ? for the code and demo.?
✅Real-Time
✅~10FPS
✅YOLOX + DeepSORT Tracking
✅Emoji UI
#objectdetection #machinelearning #ai #smartdriving #computervision #artificialintelligence #deeplearning #tensorflow #python #datascience #pytorch #programming #opencv #neuralnetworks #pythonprogramming #neuralnetwork #technology #imageprocessing #codinglife #smartsecuritysystem #objecttracking #supremesecurity #smartsurveillance #yolo #yolov4 #yolox
****below from re-use details****
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YOLOX-X + DeepSORT + Lane Detection + Lane Car Counting + Car Speed Calculation in OpenCV Python
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Video in collaboration with Rohit Kukreja for this YOLOX demo.
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...
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In this Computer Vision with OpenCV tutorial you will learn how to draw an ellipse for use in code and applications.
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Pose Estimation Tutorial #3 - Fall Detection with Open Pose using OpenCV and Python
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Hey guys and welcome back. In this lecture I’m going to show you how to perform fall detection using OpenPose. So essentially in fall detection, basic logic is that person’s head goes down and we get drastically change in its head coordinates’ X and Y but mostly in Y axis.
• So, Firstly the difference between previous and present coordinates is should be positive so neither negative nor zero.
• We store these differences as an array or buffer to store previous coordinates and compare it with present coordinates. If it greater than our threshold of 25 then fall has been detection.
• When this happens then, we can print “Fall detected” using OpenCV print function or print it to screen.
With the algorithm in place, lets get started on the implementation.
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Interactive LED Panels for LED Table - Powered by Arduino
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Check out this really cool Interactive LED Table panels. These light board panels can be connected together to create an LED touch table or LED dance floor. One unit was sold for an LED coffee table which was really cool.
These panels are powered by an Arduino. They use Infrared emitter and receiver to measure the distance to an object such as a hand. A threshold is calibrated automatically on startup of the device. If you would like to to learn more on how this was made. Then please like a subscribe to this video and I will post a video explaining the process as well as post the schematic diagram of this Arduino Base Project. An Arduino Atmega 328 was used for this project.
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I built a drone that tracks me using OpenCV Python. To learn how I made and watch the Computer Vision tutorial then you can check out my courses.
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RulAR - Augmented Reality Measuring Ruler
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This is a showcase showing how you can 3D measure thing in Augmented Reality. This video uses Unity SDK along with Vuforia to detect two markers. The vectors from these markers are obtained and thus through the magic of math, the displacement or projected 3D distance onto the x, y and z axis with respect to the target vectors. This is a great application if you would want to develop an app that can measure 3D distance in AR, just by placing objects in the scene to get relative distance. The only thing left to do is calibrate the distance to real world coordinates. This video uses multi marker target detection in Vuforia.
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Inception in LangChain involves guiding the model's thought process by initiating the expected response in the prompt.
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Analogy: Consider it like setting the first note in a symphony, helping to shape the entire musical piece.
Bigger Picture: Inception helps tailor model responses in LangChain, making it a more effective tool for user-specific tasks.
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#computervision
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