Udemy – Python for Signal and Image Processing Master Class 2023-5
Udemy – Python for Signal and Image Processing Master Class 2023-5
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Python for Signal and Image Processing Master Class is a course on basic and advanced techniques for signal and image processing using Python published by Udemy Online Academy. This comprehensive course covers basic and advanced techniques for signal and image processing using Python. Learners will explore key concepts such as Fourier transform, filtering, edge detection, noise reduction, and feature extraction. The course explores libraries such as NumPy, SciPy, OpenCV, and Matplotlib for efficient signal and image processing. Students will work on practical projects, including audio processing, image enhancement, and object detection, reinforcing theoretical concepts with real-world applications.
This course will bridge the gap between theory and implementation of signal and image processing algorithms and their implementation in Python. Signal processing is the manipulation of the fundamental nature of a signal to obtain a desired signal shape at the output. It is concerned with representing signals by a sequence of numbers or symbols and processing these signals. By the end of the course, learners will have a strong understanding of Python-based signal and image processing, enabling them to work on research, AI applications, and computer vision projects.
What you will learn in Python for Signal and Image Processing Master Class:
- Fundamentals of Signals and Image Processing
- Analog to Digital Conversion
- Sampling and Reconstruction
- Nyquist’s Theorem
- Complexity for Signals and Images
- Denoising Signals and Images
- Fourier Transform of Signals and Images
- Signal Filtering by FIR and IIR Filters
- Image Filtering in Spatial and Frequency Domain
- Wavelet Transform for Signals and Images
- Implementation of All Signal and Image Processing Algorithms in Python
- And…
Course specifications
Publisher: Udemy
Instructors: Zeeshan Ahmad
Language: English
Level: Introductory to Advanced
Number of Lessons: 182
Duration: 22 hours and 56 minutes
Course topics on 2024/6
Python for Signal and Image Processing Master Class Prerequisites
Basic Programming Skill will be an asset but not necessary. You will learn everything in this course.
Pictures
Python for Signal and Image Processing Master Class introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 720p
Download link
Size
7.2 GB
