Classic computer vision with OpenCV: thresholding, filtering, edges, morphology, and contours. Learn on MNIST and CIFAR-10, then real Malaysian images. Hands-on checkpoint on PlantVillage (CC0) crop leaf disease.
IntermediateAbout 7 hours7 lessons
What you will learn
Reading and displaying images
Thresholding, Otsu and adaptive
Filtering and convolution
Edge detection, Sobel and Canny
Morphological operations
Contours and histogram equalization
Curriculum
1
OpenCV foundations
4 lessonsFree preview
Reading and displaying imagesPreview7m
Thresholding, Otsu and adaptivePreview9m
Filtering and convolutionPreview10m
Edge detection, Sobel and CannyPreview9m
2
Shapes and features
2 lessons
Morphological operations8m
Contours and histogram equalization9m
3
Hands-on checkpoint
1 lessons
Checkpoint: classify crop leaf disease on PlantVillage15m
Hands-on checkpoint
Every course ends with a Colab task you complete yourself. Our Gemini-assisted review gives feedback and points you to what to fix, it coaches you, it does not do it for you. This course uses the checkpoint dataset.