Depth Estimation with OpenCV Python for 3D Object Detection

Опубликовано: 19 Июнь 2021
на канале: Nicolai Nielsen
47,141
851

Inside my school and program, I teach you my system to become an AI engineer or freelancer. Life-time access, personal help by me and I will show you exactly how I went from below average student to making $250/hr. Join the High Earner AI Career Program here 👉 https://www.nicolai-nielsen.com/aicareer (PRICES WILL INCREASE SOON)

You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below 👇

_____________________________________________________________

In this video 📝 we are going to see How To Estimate Depth with Stereo Vision in OpenCV Python with multiview geometry. we are going to combine pretty much all of the things that we have been through in the computer vision tutorial here on the channel. We will use mediapipe for face detection, calibrate our stereo cameras and then use multiview geometry to estimate the depth to the face we are detecting.

If you enjoyed this video, be sure to press the 👍 button so that I know what content you guys like to see.

_____________________________________________________________

🛠️ Freelance Work: https://www.nicolai-nielsen.com/nncode

_____________________________________________________________

💻💰🛠️ High Earner AI Career Program: https://www.nicolai-nielsen.com/aicareer

⚙️ Real-world AI Technical Courses: (https://www.nicos-school.com)
📗 OpenCV GPU in Python: https://www.nicos-school.com/p/opencv...
📕 YOLOv7 Object Detection: https://www.nicos-school.com/p/yolov7...
📒 Transformer & Segmentation: https://www.nicos-school.com/p/transf...
📙 YOLOv8 Object Tracking: https://www.nicos-school.com/p/yolov8...
📘 Research Paper Implementation: https://www.nicos-school.com/p/resear...
📔 CustomGPT: https://www.nicos-school.com/p/custom...

_____________________________________________________________

📞 Connect with Me:
🌳 https://linktr.ee/nicolainielsen
🌍 My Website: https://www.nicolai-nielsen.com/
🤖 GitHub: https://github.com/niconielsen32
👉 LinkedIn:   / nicolaiai  
🐦 X/Twitter:   / nielsencv_ai  
🌆 Instagram:   / nicolaihoeirup  

_____________________________________________________________

🎮 My Gear (Affiliate links):
💻 Laptop: https://amzn.to/49LJkTW
🖥️ Desktop PC:
NVIDIA RTX 4090 24GB: https://amzn.to/3Uc7yAM
Intel I9-14900K: https://amzn.to/3W4Z5Cb
Motherboard: https://amzn.to/4aR6wBC
32GB RAM: https://amzn.to/3Jt2XVR
🖥️ Monitor: https://amzn.to/4aLP8hh
🖱️ Mouse: https://amzn.to/3W501GH
⌨️ Keyboard: https://amzn.to/3xUGz5b
🎙️ Microphone: https://amzn.to/3w1F1WK
📷 Camera: https://amzn.to/4b4Ryr9

_____________________________________________________________

Timestamps:
0:00 - Introduction
3:05 - Multiview Geometry
7:29 - Stereo Camera Calibration
19:37 - Face Detection with Distance Estimation

Tags:
#StereoVision #OpenCV #Object3D #ComputerVision #FaceDetection #MachineLearning