Deep Learning, Transfer Learning and Turtles

Teenage Mutant Ninja Turtles + Koopa Troopas + Python + Machine Learning = AWESOME
English
English [Auto]
Deep learning
Transfer learning
Meeshkan
Slack

Requirements

  • Basic familiarity with machine learning
  • Basic familiarity with python

Description

In this course, we will use transfer learning and Meeshkan to teach a machine to tell the difference between Teenage Mutant Ninja Turtles and Koopa Troopas with over 95% accuracy.  We will then apply this turtle-detector to real turtle images in order to classify if the real turtles look more like TMNTs or Koopa Troopas.  You'll be amazed by the results!

Who this course is for:

  • Beginner python developers curious about transfer learning
  • Users of Slack

Course content

1 section10 lectures35m total length
  • Introduction
    02:15
  • Online materials for this course
    00:06
  • Getting your Meeshkan API Key
    02:40
  • Joining the Meeshkan Community on Slack
    02:36
  • Setting up your virtual environment
    03:00
  • Gathering your image data
    04:14
  • Preprocessing your image data
    03:47
  • Training using transfer learning
    10:27
  • Meeshkan CLI
    02:17
  • Predictions with REAL turtles!
    04:23

Instructor

C.E.O. Meeshkan Machine Learning
Mike Solomon
  • 4.1 Instructor Rating
  • 251 Reviews
  • 30,723 Students
  • 3 Courses

Mike Solomon is the C.E.O. of Meeshkan Machine Learning. When he's not learning with or from computers, he spends his time in France directing the Ensemble 101.

Mike is a graduate of Stanford University, Queen's Belfast, the University of Florida and UPMC in Paris.

Before starting with Meeshkan, he worked in the IRCAM, Jongla and Grame doing Computer Music, Audio and AI research and development.