Computer Vision Courses and Certifications

Packt

Computer Vision: YOLO Custom Object Detection with Colab GPU

Master real-time object detection with YOLO. Learn to set up, implement pre-trained models, and custom train YOLOv4 for specific tasks. Gain hands-on experience with image and video processing using Colab GPU.

• Coursera
• 7 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Computer Vision for Embedded Systems

Learn about constraints and reducing resource requirements for computer vision on embedded systems.

• edX
• 5 weeks, 7-8 hours a week
• On-Demand
• Free Online Course (Audit)

Code With Aarohi

Open3D Tutorial - 3D Data Processing - Visualize 3D Data

2 reviews

Learn to process and visualize 3D data using Open3D library. Explore point clouds, meshes, and 3D models. Hands-on tutorial covers installation, folder structure, and voxel downsampling techniques.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Microcredential

Robotic Vision

Gain the skills to build a computer vision system in this practical program of online courses.

• FutureLearn
• 10 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses

NPTEL;  IIT Hyderabad

Deep Learning for Computer Vision

1 review

The automatic analysis and understanding of images and videos, a field called Computer Vision, occupies significant importance in applications including security, healthcare, entertainment, mobility, etc.

• YouTube
• 1 day 16 hours
• On-Demand
• Free Video

Open Data Science

Vision Transformer and Its Applications

1 review

Explore vision transformers' architecture, self-attention in computer vision, and applications in recognition, segmentation, and multi-modal learning. Discover their potential for general-purpose model architectures.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Murtaza's Workshop - Robotics and AI

Computer Vision With Arduino - OpenCV Python

1 review

Learn to create real-world computer vision applications using Arduino, from basic exercises to exciting projects like gesture control and face tracking. Gain practical knowledge to build your own innovative ideas.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Video

Nicholas Renotte

Automatic Number Plate Recognition Using Tensorflow and EasyOCR - Python

1 review

Learn to build a real-time Automatic Number Plate Recognition system using Python, TensorFlow, and EasyOCR. Covers plate detection, OCR application, and result saving for practical implementation.

• YouTube
• 1 hour 56 minutes
• On-Demand
• Free Video

DEFCONConference

Securing CCTV Cameras Against Blind Spots - Analysis of Location-Based Detection Vulnerabilities

1 review

Explore how CCTV camera blind spots create security vulnerabilities through location-based confidence weakness, and learn about TipToe - a novel evasion attack demonstrating detection flaws across various conditions.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Computer Vision

1 review

Build convolutional neural networks with TensorFlow and Keras.

• Kaggle
• 4 hours
• On-Demand
• Free Certificate

Learning To See

In this series, we'll explore the complex landscape of machine learning and artificial intelligence through one example from the field of computer vision: using a decision tree to count the number of fingers in an image. It's gonna be crazy.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Computer Vision

Explore machine learning and computer vision fundamentals, advanced neural network architectures, and applications in object detection and semantic segmentation.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Fun Research in Computer Vision and Robotics

Explore computer vision and robotics research, from face analysis to smart headlights, with insights on making research fun and productive using the "Think like an amateur, do as an expert" approach.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

When Computers Look at Art

Explore how AI and computer vision revolutionize art analysis, offering new insights into paintings' style, meaning, and historical context while addressing challenges in image understanding.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Automated Recognition of Visual Situations in Images

AI architecture for recognizing visual situations in images, using learned models of object features and spatial relationships to actively search and score images for specific situations.

• YouTube
• 49 minutes
• On-Demand
• Free Video