Deep Learning, Transfer Learning and Turtles

Teenage Mutant Ninja Turtles + Koopa Troopas + Python + Machine Learning = AWESOME
Rating: 3.8 out of 5 (103 ratings)
9,569 students
Deep Learning, Transfer Learning and Turtles
Rating: 3.7 out of 5 (103 ratings)
9,571 students
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
Curriculum
1 section • 10 lectures • 35m total length
  • Introduction
  • Online materials for this course
  • Getting your Meeshkan API Key
  • Joining the Meeshkan Community on Slack
  • Setting up your virtual environment
  • Gathering your image data
  • Preprocessing your image data
  • Training using transfer learning
  • Meeshkan CLI
  • Predictions with REAL turtles!

Instructor
C.E.O. Meeshkan Machine Learning
Mike Solomon
  • 3.8 Instructor Rating
  • 221 Reviews
  • 26,105 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.