Python for ML image

Learning programming in Python
Apply Python in AI for image processing, using Tensoflow, Keras
Pre-process of images such: blur, object detection, sharpness, brightness images

/Using image taken from mobile camera/

Nguyễn Phương Thảo

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2 students

Introduction

Course's detail introductiton

ML/AI Basic Python

4 Sections

21 Contents

10 minutes

Preparing environments (1 day)
- Install Anaconda
  
  10:00
- Using anaconda navigator
  
  00:00
- Create your own environment
  
  00:00
- Install Keras
  
  00:00
- Install Opencv
  
  00:00
- Jupyter Notebook
  
  00:00
- Test installation
  
  00:00
- Install tensorflow
  
  00:00
- Python code in Jupyter
  
  00:00
Learning Programming in Python (8 days)
- Step 1
  
  00:00
- Step 2
  
  00:00
- Step 3 - small practices
  
  00:00
Learning image processing (15 days)
- Basic image understanding
  
  00:00
- Advanced image concepts
  
  00:00
- Learning background subtraction
  
  00:00
- RGB to HSV
  
  00:00
- Make image smoother
  
  00:00
- Segment image
  
  00:00
- SIFT Algorithm
  
  00:00
Mini project
- Detect all object within an image
  
  00:00
- Tracking movement human in a short of video
  
  00:00