MahdiNouraie / Vision

Computer vision and Deep learning

class.vision

Older version?!

If you are looking for an older version of the tutorials and notebooks that was related to "مباحث ویژه" you can follow the link Computer vision and Deep learning in SRU

Topics

Module 1

Introduction to image, basic image operations, and mathematical operations on images

• 01-reading-writing-and-displaying-images.ipynb
• 02-Grayscaling.ipynb
• 03-cropping.ipynb
• 04-color-spaces.ipynb
• 05-alpha-channel.ipynb
• 06-bitwise-operations-and-masking.ipynb
• 07-Drawing-and-annotating.ipynb
• 08-Arithmetic-Operations.ipynb
• 09-linear-brightness-and-contrast-adjustment.ipynb
• 10-Gamma-correction.ipynb

Module 2

OpenCV GUI(HighGUI) in Python and Callbacks

• 11-Mouse-event-with-highgui.ipynb
• 12-Trackbar-in-OpenCV-with-highgui.ipynb

Load and Save Video, and working with webcam, CCTV, and screenRecord in python

• 13-Using-webcam.ipynb
• 14-Playing-video-from-file.ipynb
• 15-Saving-a-video.ipynb
• 16-CCTV-and-RTSP-video-stream.ipynb
• 17-ScreenRecord-and-screenshot.ipynb
• 18-import-video-from-youtube.ipynb
• Read more: More advanced methods for dealing with video is FFmpeg

Other related material and courses

• Machine Learning
• Deep Learning
• Tensorflow 2 -Tf data, Callbacks, Tensorboard
• RNN, LSTM, GRU
• GANs
• Video processing and FFmpeg
• Voice Processing and Audio recognition
• Face Recognition
• Object Detection