Computer Vision – Face Detection Portfolio
Object detection project using OpenCV
- Difficulty
- Medium
- Estimated time
- 8-10 hours
Skills
- OpenCV
- Image Processing
- Video Processing
- Object Detection
- Face Detection
Advanced · course 4 of 5
Computer Vision Essentials
Learn computer vision fundamentals: Numpy & image basics, image processing, video basics, and object detection with OpenCV.
- videos
- 20
- sections
- 5
- portfolio project
- 1
- free videos
- 4
The Scientify programme is led by Jihar Gifari.
5 sections · 20 videos
What's inside, section by section.
Videos marked Free play right now, no account needed.
Free video · 1/4
Numpy and Image Basics with OpenCV Part 1
Section 1 · CV Part 1 – Numpy and Image Basics with OpenCV
Free videos in this course
01CV Part 1 – Numpy and Image Basics with OpenCV5 videos · 1 free
Computer vision basics: image representation as arrays, reading and displaying images, and basic operations with OpenCV.
- 1Numpy and Image Basics with OpenCV Part 1
- 2Numpy and Image Basics with OpenCV Part 2
- 3Numpy and Image Basics with OpenCV Part 3
- 4Numpy and Image Basics with OpenCV Part 4
- 5Numpy and Image Basics with OpenCV Part 5
02CV Part 2 – Image Processing6 videos · 1 free
Image processing techniques: color spaces, blurring, thresholding, morphological operations, and edge detection.
- 1Image Processing Part 1
- 2Image Processing Part 2
- 3Image Processing Part 3
- 4Image Processing Part 4
- 5Image Processing Part 5
- 6Image Processing Part 6
03CV Part 3 – Video Basics with OpenCV4 videos · 1 free
Video processing with OpenCV: reading video streams, frame processing, and writing video output.
- 1Video Basics with OpenCV Part 1
- 2Video Basics with OpenCV Part 2
- 3Video Basics with OpenCV Part 3
- 4Video Basics with OpenCV Part 4
04CV Part 4 – Object Detection with OpenCV4 videos · 1 free
Object detection using OpenCV: template matching, contour detection, and Haar Cascade classifiers.
- 1Object Detection with OpenCV Part 1
- 2Object Detection with OpenCV Part 2
- 3Object Detection with OpenCV Part 3
- 4Object Detection with OpenCV Part 4
05CV Part 5 – Exercise and Project Portfolio 13 – Face Detection1 video
Exercises and face detection portfolio project: build a real-time face detection system using OpenCV.
- 1Exercise and Project Portfolio 13 – Face Detection
What you'll learn
- 01Numpy & Image Basics with OpenCV
- 02Image Processing
- 03Video Basics dengan OpenCV
- 04Object Detection with OpenCV
- 05Face Detection
Who it's for
- Those who understand Python & Deep Learning
- Those interested in image/video AI
Tools you'll use
- NumPy
- OpenCV
- Python
Portfolio project
The project you'll build.
How to buy
Two ways to open this course.
Take a level package if you want several courses at once, or buy just this course.
With a level package
This course is in each of these packages. A package opens its level and every level below it.
- Advanced package12 coursesRp 129.000 for 1 month · Rp 549.000 for 12 months
Buy just this course
Want more than one Advanced course? The Advanced package for 1 month (Rp 129.000) opens 12 courses.
Not sure this is the right level?
Answer four questions about what you already know, then see which level to start at.
Advanced package, 1 monthRp 129.000