In this post, you’ll learn to implement human activity recognition on videos using a Convolutional Neural Network combined with a Long-Short Term Memory Network, we’ll be using two different architectures that you will create in TensorFlow We will also cover some theory about other approaches that can also be used to classify the videos.
Deep Learning Posts
In this post, you’ll learn in-depth about the five of the most easiest and effective face detection options available in python, along with the pros and cons of each one of them. You will become capable of obtaining the required balance in accuracy, speed, and efficiency in any given scenario.
In this week’s tutorial, we’ll learn to utilize the landmarks to count and fingers (that are up) in images and videos and create a real-time hand counter. We will also create a hand finger recognition and visualization application that will display the exact fingers that are up. This will work for both hands.
In this tutorial, we’ll learn how to do real-time 3D hands landmarks detection using the Mediapipe library in python. After that, we’ll learn to perform hands type classification (i.e. is it a left or right hand) and then draw the bounding boxes around the hands by retrieving the required coordinates from the detected landmarks.
In last Week’s tutorial, we learned how to work with real-time pose detection and created a pose classification system. In this week’s tutorial, we’ll learn to play a popular game called “Subway Surfers”
https://www.youtube.com/watch?v=aySurynUNAw In this tutorial, we’ll learn how to do real-time 3D pose detection using the mediapipe library in python. After that, we'll calculate angles between body...
In this tutorial you’ll learn how to do Real-Time Selfie Segmentation using Mediapipe in Python and then build the following 4 applications. Background Removal/Replacement
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In this post, we will learn about Video Classification. We will go over a number of approaches to make a video classifier for Human Activity Recognition. Basically, you will learn video...
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...