Python: Basic & Image Processing

First month:
1. Install python, anaconda, Jupiter notebook, PyCharm, OpenCV
2. Introduction and application for image processing
3. Basic python coding: if-else statement, while loop, for loop
4. Learn how to read an image, display image and resize an image
5. Draw geometry on an image
6. Indicate the coordinate of a pixel in an image
7. Find the colour of a pixel in an image
8. Apply AND, OR, XOR (bitwise operation) on a black and white image and colour image
9. Image Thresholding (Learn to convert images to binary images using global thresholding, Adaptive thresholding, Otsu’s binarization )(might proceed to the second month)

Second month:
1. Object detection (detect an object with one colour; track the object colour)
2. Capture Video and Object Tracking while videoing (track the object colour while videoing)
3. Smoothing Images (learn how to smooth images by using the 4 methods)
(4 methods: Averaging, Gaussian Filtering, Median Filtering, Bilateral Filtering)
4. Learn how to detect simple geometry

Third Month:
1. Contours (Find and draw contour on an image)
2. Motion Detection (Detect motion while a video is played) (For example: draw a box on a person who is walking)
3. Hough Line Transform and Hough circle transform
4. Harris Corner Detection (Learn how to detect corner)