Multi-Object Detection and Tracking of vehicles,? with more complex Traffic Analysis like Counting, Class, ?Direction, and ?Traffic Density. Learn how to code this, only here Augmented Startups. The full course on ? YOLOX Object Detection with full-stack computer vision dashboard ?️ is waiting for you! Special Thanks to Dragos Stant and Rohit Kukreja for the code and demo.?
WeathAR - Augmented Reality JSON Weather App Tutorial using Vuforia and Unity
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This video shows how to read weather of any city in the world and display that data in augmented reality. A very simple app that uses JSON Utility to fetch the weather variables from the net using Internet of Things IoT. This video used Vuforia in the Unity SDK to display weather data in Augmented Reality
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Embark on a magical adventure with Passio as we train an AI to detect Hogwarts Legacy professors in under 50 minutes! For each correct identification, we'll donate $10 to a charity supporting kids in AI. Using Passio, an amazing AI platform, we collect and annotate data, ensuring precise labeling. We'll be doing this quick than you can say AVADA KEDAVRA
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The model training process is a mesmerizing spectacle, and we deploy it to an iPhone using Passio's SDK. Witness the thrilling moment as we test the app, revealing the professors' names with a mere point of the phone. Join us for this enchanting journey, filled with surprises, laughs, and a dash of dark humor. Like, subscribe, and be part of the magical collision between AI and Hogwarts. Real magic awaits!
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Would you like to design and build your own Tiny Arduino Like this one?
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Buttonduino is a tiny sized, fully functional Arduino, that is programmable via USB. Perfect to leave in projects but also breadboard compatible.
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Learn YOLOv4 Object Detection | OpenCV Python | Computer Vision (2021)"
https://www.youtube.com/watch?v=Iw3tducClFw --~--
Did you know it is possible to playback video in your Augmented Reality Apps? This Unity 2020 Tutorial will teach you how to implement video playback in Vuforia 8.
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http://bit.ly/Vuforia80
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Hey guys and welcome back. So this quick lecture, Im going to show you how you can have video playback functionality in your Augmented Reality App using Vuforia 8, and Unity 2020. Applications of this are, for an AR business card where you showcase your talents and skills, you can also use this for Educational AR Apps and for displaying video instructions
So the reason why we are redoing this video again, is because of a number of a number reasons.
1. My last video I did not show how to deploy to Android, it was a PC only tutorial
2. Separate Audio and video were separate so I only showed how to display video without simultaneous audio playback.
3. There was a lot of Bugs in the video playscript and you couldn’t play common video formats easily like .mp4, only .avi at the time.
4. And lastly, that video is heavy outdated. I used Vuforia 6 in Unity 5.3.
Its definitely time for a fresh updated Unity 2020 tutorial on video playback.
So Im really excited to tell you that this video will addresses all of the aforementioned issues in Unity 2020, the entire process has had a massive revamped. So instead of taking you 15 minutes to get this functionality working, we will do it all in under 5 minutes,
Saving you a lot of time and effort.
If there’s any other features or AR Application that you would like for me to cover, please comment down below.
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Today we are going figure out how Linear Discriminant Analysis (LDA) and why its so useful!
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Linear Discriminant Analysis (LDA) is most commonly used as dimensionality reduction technique in the pre-processing step for pattern-classification and machine learning applications. The goal is to project a dataset onto a lower-dimensional space with good class-separability in order avoid over-fitting (“curse of dimensionality”) and also reduce computational costs.
Ronald A. Fisher formulated the Linear Discriminant in 1936, and it also has some practical uses as classifier. The original Linear discriminant or Fisher Linear Discriminant Analysis was described for a 2-class problem, and it was then later generalized as “multi-class Linear Discriminant Analysis” or “Multiple Discriminant Analysis” by C. R. Rao in 1948 for his research “The utilization of multiple measurements in problems of biological classification”
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There are many possible techniques for classification of data. Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) are two commonly used techniques for data classification and dimensionality reduction.
PCA finds the most accurate data representation in a lower dimensional space. It projects data in the directions of maximum variance. However the directions of maximum variance may be not be useful for classification.
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Fisher’s Linear Discriminant Analysis or just LDA projects to a line which it inherently preserves direction useful for data classification. The main idea of LDA is to find projection to a line so that samples from different classes are well separated.
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In this video, we will be demonstrating how to use the U-NET object segmentation data annotation tool for creating highly accurate human face segmentation datasets. We will cover the basics of the tool, including how to load images and annotations, as well as how to use the various annotation tools to create precise masks of human faces. Additionally, we will discuss how these datasets can be used in a variety of applications, such as facial recognition and object detection. Whether you're a researcher, developer, or just someone interested in computer vision, this video will provide valuable insights on how to create high-quality human face segmentation datasets using the U-NET annotation tool.
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