OpenCV Python Course — Learn Computer Vision and AI

Video Description

🎁 Get FREE Robotics & AI Resources (Guide, Textbooks, Courses, Resume Template, Code & Discounts) – Sign up via the pop-up at https://kevinwoodrobotics.com/ 📝 Real-World Robotics Project Course Overview and Waitlist: https://forms.gle/xu4rfk7GWHCaZGBEA 🦾 Learn Robotics and AI: https://kevinwoodrobotics.com/product/all-courses-bundle-deal/ 🤝 Consulting and Mentorship: https://kevinwoodrobotics.com/product-category/consulting/ 👁️ Learn OpenCV: https://kevinwoodrobotics.com/product/opencv-python-tutorials-full-playlist/ 🤖 Learn ROS: https://kevinwoodrobotics.com/product/ros2-tutorials-full-playlist/ 🧠 Learn Computer Vision using AI: https://kevinwoodrobotics.com/product/computer-vision-using-ai/ 🖥️ Learn AI and Machine Learning: https://kevinwoodrobotics.com/product/ai-and-machine-learning-bundle/ 🛒 Amazon Store (My Top Picks for Robot Projects and More!): https://www.amazon.com/shop/kevinwoodroboticsai?ref_=cm_sw_r_cp_ud_aipsfshop_Q3AMRNBSVVB00Y1XR9TN_3 ☕ Support My Channel: https://buymeacoffee.com/kevinwoodrobotics/ Learn computer vision in this OpenCV course using Python! You will learn the basics (read/write images and videos, color channels, resizing, histogram, convolution, filtering, and gradients) to advanced topics (edge detection, line detection, feature detection, object tracking, pose estimation, camera calibration, depth estimation). By the end of this course, you will have a solid foundation in computer vision and be ready to tackle real-world problems for robotics and CV applications. Below is an outline of the course. Feel free to skip to any section. 📖 Basic 0:00 Introduction 1:15 Installing OpenCV Python in VS Code 2:35 What are images? 6:23 Read and Write Images 13:38 Read and Write Videos 24:59 Read and Write Pixels 36:01 RGB Color Channels 51:41 Grayscale 56:13 HSV Color 1:06:56 Image Resizing 1:15:13 Image Histogram 1:25:19 2D Convolution 1:31:08 Average Filtering 1:36:10 Median Filtering 1:40:32 Gaussian Filtering 1:50:06 Image Thresholding 🚀 Advanced 2:00:46 Image Gradient 2:07:50 Canny Edge Detection 2:15:42 Line Detection with Hough Line Transform 2:28:02 Harris Corner Detection 2:36:44 SIFT Feature Detection 2:42:50 Optical Flow Object Tracking 2:53:15 Camera Calibration 3:07:18 Pose Estimation 3:15:28 Depth Estimation using Depth Map For additional topics in computer vision using OpenCV Python, checkout this playlist: https://youtube.com/playlist?list=PLSK7NtBWwmpQwSUi53XUK5o6-b9H3ABrO&si=vWsS9tniHNjYC0Ot To learn Computer Vision using AI, checkout this playlist: https://youtube.com/playlist?list=PLSK7NtBWwmpQ5gDqITTma9VzVRlPJN_oO&si=d97WF1-eO2LORpyW For even more Computer Vision Applications, checkout this playlist: https://youtube.com/playlist?list=PLSK7NtBWwmpQUd306pMzkmBNg0BjSzDK7&si=x0mxykFUqd63VnpG Learn Robotics and AI: https://kevinwoodrobotics.com/product/all-courses-bundle-deal/ BEAR Actuators: https://docs.google.com/spreadsheets/d/1CEGAA_43I6_NhLFYHpcxLjWSeB_iGDIJJyohagvrhxQ/edit?usp=sharing Learn ROS: https://kevinwoodrobotics.com/product/ros2-tutorials-full-playlist/ Learn AI and Machine Learning: https://kevinwoodrobotics.com/product/ai-and-machine-learning-bundle/ Robot Project Parts: https://www.amazon.com/shop/kevinwoodroboticsai/list/267FYCPBMIPS0?ref_=aipsflist Thanks for watching! If you found this video helpful, please like, subscribe and share: https://www.youtube.com/@kevinwoodrobotics Sharing my referral link for when you order your Tesla. You’ll get $1,000 off the purchase of a Tesla product! https://ts.la/kevin145437 Social: Website: https://www.kevinwoodrobotics.com LinkedIn: https://www.linkedin.com/in/kevinwoodrobotics Instagram: https://www.instagram.com/kevinwoodrobotics