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Image classification is used to solve several Computer Vision problems; right from medical diagnoses, to surveillance systems, on to monitoring agricultural farms. There are innumerable possibilities to explore using Image Classification. If you have completed the basic courses on Computer Vision, you are familiar with the tasks and routines involved in Image Classification tasks. Want to know more? Check out https://opencv.org/courses/. Image Classification tasks follow a standard flow – where you pass an image to a
In this article, you will learn how to build python-based gesture-controlled applications using AI. We will guide you all the way with step-by-step instructions. I’m sure you will have loads of fun and learn many useful concepts following the tutorial. Specifically, you will learn the following: How to train a custom Hand Detector with Dlib.How to cleverly automate the data collection & annotation step with image processing so we don’t have to label anything.How to
This is a really descriptive and interesting tutorial, let me highlight what you will learn in this tutorial about Tensorflow Object Detection API. A Crystal Clear step by step tutorial on training a custom object detector.A method to download videos and create a custom dataset out of that.How to use the custom trained network inside the OpenCV DNN module so you can get rid of the TensorFlow framework. Plus here are two things you will
Let’s play rock, paper scissors.You think of your move and I’ll make mine below this line in 1…2…and 3. I choose ROCK. Well? …who won. It doesn’t matter cause you probably glanced at the word “ROCK” before thinking about a move or maybe you didn’t pay any heed to my feeble attempt at playing rock, paper, scissor with you in a blog post. So why am I making some miserable attempts trying to play this
Did you know that you can actually stream a Live Video wirelessly from your phone’s camera to OpenCV’s cv2.VideoCapture() function in your PC and do all sorts of image processing on the spot like build an intruder detection system? Cool huh? In today’s post not only we will do just that but we will also build a robust Intruder Detection surveillance system on top of that, this will record video samples whenever someone enters your
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