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...
Application Posts
Building 4 Applications Using Real-Time Selfie Segmentation in Python
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
Background Blur
Background Desaturation
Convert Image to Transparent PNG
Real-Time 3D Pose Detection & Pose Classification with Mediapipe and Python
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...
Controlling Subway Surfers Game with Pose Detection using Mediapipe and Python
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”
Real-Time Fingers Counter & Hand Gesture Recognizer with Mediapipe and Python
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.
Human Activity Recognition using TensorFlow (CNN + LSTM)
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.
Facial Landmark Detection with Mediapipe & Creating Animated Snapchat filters
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
Background Blur
Background Desaturation
Convert Image to Transparent PNG
Working With Mouse & Trackbar Events in OpenCV | Creating Instagram Filters – Pt ⅓
In this video, you will learn all the nitty-gritty details required to use Mouse Events (to select an image filter) and TrackBars (to control the intensity of filters) in OpenCV, and to kill the dryness we will learn all these concepts by building some mini-applications, so trust me you won’t get bored.
Working With Lookup Tables & Applying Color Filters on Images & Videos | Creating Instagram Filters – Pt ⅔
This is the second tutorial in our 3 part Creating Instagram Filters series. In this tutorial, you will learn what LookUp Tables are, why are they preferred along with their use cases in real-life, and then utilize these LookUp Tables to create some spectacular photo effects called Color Filters a.k.a. Tone Effects. And then you will create a user interface similar to the Instagram filter selection screen using mouse events & trackbars in OpenCV.