Particle Dispersion Tutorial in After Effects
Learn to create dynamic particle dispersion effects in After Effects, mastering techniques for emitters, motion, color, and text integration.
Neural Structured Learning in TensorFlow
Explore TensorFlow's Neural Structured Learning framework for training robust neural networks with structured signals, applicable to vision, language understanding, and general prediction tasks.
Intro to Dense Vectors for NLP and Vision
Explore dense vector representations in NLP and computer vision, from word2vec to modern transformer models, with practical Python implementations and applications.
Pytorch Image Captioning Tutorial
Learn to build an image captioning system from scratch using PyTorch, covering CNN and RNN implementation, training setup, and evaluation on the Flickr8k dataset.
Pytorch DCGAN Tutorial
Implement a DCGAN in PyTorch to generate new MNIST digits. Learn GAN fundamentals, architecture, and training techniques through hands-on coding and visualization.
How to Build a Raspberry Pi Pan Tilt Tracking - OpenCV AI Kit Tutorial - 2021
Build a Raspberry Pi pan-tilt tracking camera using OpenCV AI Kit. Learn hardware setup, coding, and dataset creation with Roboflow for real-time object detection and camera movement at 30 FPS.
How to Install Detectron2 for Computer Vision with OpenCV Python - Part 2
Step-by-step guide to installing Detectron2 for computer vision projects using OpenCV and Python, covering essential requirements, software setup, and testing procedures.
Raspberry Pi Cameras - The Big Picture
Comprehensive guide to Raspberry Pi cameras: selection, installation, usage, and comparison. Covers command-line and Python programming, GUI options, repairs, and performance tests across various models.
New Approaches to Image and Video Reconstruction Using Deep Learning
Explore cutting-edge deep learning techniques for image and video enhancement, including colorization and resolution improvement, using efficient PyTorch-based tools trainable on a single GPU.
Content Understanding at Facebook - F8 2018
Explore Facebook's innovative platforms for content understanding, enhancing experiences for billions through media and video analysis, model efficiency, and advanced technologies.
Eminem Godzilla Music Video VFX in After Effects
Learn to recreate 10 epic visual effects from Eminem's Godzilla music video using After Effects, including big eyes, blood splatter, face replacement, and more. Perfect for enhancing vlogs and music videos.
Building Your Own Animated Face - Adobe Character Animator Tutorial
Learn to create an animated face using Adobe Character Animator. This beginner-friendly tutorial covers basic tools and techniques, guiding you through the process of building a functional puppet for your animations.
AI for Everyone - Control of Real World Objects with Gesture Recognition in Mediapipe
Learn to control real-world objects using gesture recognition with Mediapipe and Arduino. Develop a Python program to recognize hand gestures and control LEDs on an Arduino breadboard.
AI for Everyone - Accurate Gesture Recognition Using Python and MediaPipe
Learn accurate hand gesture recognition using Python and MediaPipe. Develop algorithms to detect and train on hand landmarks, enabling precise gesture identification in real-time applications.
AI for Everyone - Super Fast Face Detection Using Mediapipe
Learn to detect faces in real-time video using Mediapipe, OpenCV, and Python. Explore data parsing and visualization techniques for efficient face recognition.
AI for Everyone - Parsing Pose and Hand Landmark Data in Mediapipe
Learn to parse pose and hand landmark data in Mediapipe using Python and OpenCV. Develop full-body pose estimation for live video analysis, with practical demonstrations and troubleshooting tips.
AI for Everyone - Real Time Pose Estimation with Mediapipe and Python
Learn real-time pose estimation using Mediapipe and Python. Discover how to analyze body landmarks, process webcam video, and visualize results with OpenCV in this hands-on tutorial.
AI for Everyone - Tracking an Object Based on Color in OpenCV
Learn to track objects by color using OpenCV with step-by-step instructions. Create masks, use trackbars for model training, and apply techniques for effective color-based object detection.
AI for Everyone - Understanding the HSV Color Space
Explore the HSV color space for effective object tracking in OpenCV. Learn about hue, saturation, and value components to enhance your computer vision projects.
AI for Everyone - Creating and Using Trackbars in OpenCV
Learn to create and use trackbars in OpenCV for dynamic parameter control in real-time video processing, with step-by-step guidance suitable for beginners.
Bits of Image Processing You Should Know
Discover 8 essential image processing algorithms applicable beyond images. Learn thresholding, motion detection, filtering, convolution, edge detection, and morphological operations.