Computer Architecture Courses

rupert ai

Image Classification with CIFAR 10 - Computer Vision Basics Ep. 1 Loading Data

Practical guide to image classification using CIFAR10 dataset. Learn to load data, create DataLoaders, transform images, and visualize the dataset in PyTorch for computer vision tasks.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Venelin Valkov

OpenCV Python Tutorial for Beginners - Image Processing for Computer Vision & Deep Learning

Comprehensive guide to image processing with OpenCV in Python, covering essential techniques from basic operations to advanced manipulations for computer vision applications.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Detect Edges with OpenCV and Python - Computer Vision Tutorial

Learn to apply Canny Edge Detection using OpenCV and Python, including parameter tuning, noise reduction, and result exporting in this comprehensive computer vision tutorial.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Build a Deep Facial Recognition App - Kivy Computer Vision App with OpenCV and Tensorflow

Learn to build a deep facial recognition app using Kivy, OpenCV, and TensorFlow. Implement facial verification, create a custom layer, handle webcam input, and fine-tune the model for optimal performance.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Yannic Kilcher

MLP-Mixer - An All-MLP Architecture for Vision - Machine Learning Research Paper Explained

Explores MLP-Mixer, a novel architecture using only multi-layer perceptrons for image classification. Discusses its design, performance, and implications for computer vision beyond CNNs and Transformers.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Yannic Kilcher

Synthetic Petri Dish - A Novel Surrogate Model for Rapid Architecture Search

Explore a novel approach to Neural Architecture Search using a Synthetic Petri Dish model, which evaluates architectural motifs in small networks with synthetic data to accelerate performance prediction and optimization.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

Object Detection 101 Course - Computer Vision

Learn object detection fundamentals and apply skills in four practical projects, including car counting, people counting, PPE detection, and poker hand recognition using YOLO and computer vision techniques.

• YouTube
• 4 hours 34 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

Money-Coin Counter Using Computer Vision

Learn to build a computer vision system that accurately counts and identifies money and coins using OpenCV, covering setup, image processing, object detection, and color analysis.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

Shirt Try On Using Computer Vision

Learn to create a virtual shirt try-on system using computer vision techniques. Explore pose detection, image manipulation, and interactive features for a realistic digital fitting experience.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

Coffee Machine Virtual Interface Using Computer Vision

Learn to create a virtual coffee machine interface using computer vision techniques, including hand detection, selection modes, and interactive elements.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

Easy Hand Sign Detection - American Sign Language ASL - Computer Vision

Learn to detect American Sign Language hand signs using computer vision techniques, from setup to customization, with practical coding examples and hands-on training.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

Rock Paper Scissor Using Computer Vision - OpenCV Python

Learn to build a Rock Paper Scissors game using OpenCV and Python, covering webcam integration, hand detection, AI opponent moves, and scoring system implementation.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

AI Typing Tutor Using Opencv Python - Computer Vision

Learn to build an AI typing tutor using OpenCV and Python, integrating computer vision techniques with Unity for an interactive and engaging learning experience.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

3D Head Tracking with Car Movement - Computer Vision

Learn 3D head tracking and car movement in computer vision, integrating face detection with Unity for interactive camera control and smooth motion simulation.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Murtaza's Workshop - Robotics and AI

3D Hand Tracking in Virtual Environment - Computer Vision

Learn to implement 3D hand tracking in virtual environments using Python, OpenCV, and Unity. Gain practical skills in computer vision and real-time data transfer for interactive applications.

• YouTube
• 59 minutes
• Self-Paced
• Free Video