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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3 students
Python for ML image

Introduction

Course's detail introductiton

ML/AI Basic
3 Sections 19 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
Responsible Nguyễn Phương Thảo
Last Update 03/16/2023
Completion Time 10 minutes
Members 3
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