Deep Learning for Vision with Caffe Training Course

Course Code



21 hours (usually 3 days including breaks)




Caffe is a deep learning framework made with expression, speed, and modularity in mind.

This course explores the application of Caffe as a Deep learning framework for image recognition using MNIST as an example


This course is suitable for Deep Learning researchers and engineers interested in utilizing Caffe as a framework.

After completing this course, delegates will be able to:

  • understand Caffe’s structure and deployment mechanisms
  • carry out installation / production environment / architecture tasks and configuration
  • assess code quality, perform debugging, monitoring
  • implement advanced production like training models, implementing layers and logging

Course Outline


  • Docker
  • Ubuntu
  • RHEL / CentOS / Fedora installation
  • Windows

Caffe Overview

  • Nets, Layers, and Blobs: the anatomy of a Caffe model.
  • Forward / Backward: the essential computations of layered compositional models.
  • Loss: the task to be learned is defined by the loss.
  • Solver: the solver coordinates model optimization.
  • Layer Catalogue: the layer is the fundamental unit of modeling and computation – Caffe’s catalogue includes layers for state-of-the-art models.
  • Interfaces: command line, Python, and MATLAB Caffe.
  • Data: how to caffeinate data for model input.
  • Caffeinated Convolution: how Caffe computes convolutions.

New models and new code

  • Detection with Fast R-CNN
  • Sequences with LSTMs and Vision + Language with LRCN
  • Pixelwise prediction with FCNs
  • Framework design and future







Bookings, Prices and Enquiries

Private Classroom

From 6050EUR

Private Remote

From 5250EUR

Public Classroom

Location Date Course Price [Remote/Classroom]
Istanbul, Taksim2019-04-09 09:30:005250EUR / 6050EUR
Antalya2019-04-16 09:30:005250EUR / 6050EUR
Ankara2019-04-23 09:30:005250EUR / 6050EUR
Izmir2019-04-23 09:30:005250EUR / 6050EUR
Istanbul, Taksim2019-06-03 09:30:005250EUR / 6050EUR
Ankara2019-06-17 09:30:005250EUR / 6050EUR
Antalya2019-06-18 09:30:005250EUR / 6050EUR
Izmir2019-06-26 09:30:005250EUR / 6050EUR
Istanbul, Taksim2019-08-07 09:30:005250EUR / 6050EUR
Izmir2019-08-19 09:30:005250EUR / 6050EUR
Ankara2019-08-20 09:30:005250EUR / 6050EUR
Antalya2019-08-27 09:30:005250EUR / 6050EUR
Istanbul, Taksim2019-09-30 09:30:005250EUR / 6050EUR
Izmir2019-10-09 09:30:005250EUR / 6050EUR
Ankara2019-10-09 09:30:005250EUR / 6050EUR
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Course Discounts

CourseVenueCourse DateCourse Price [Remote / Classroom]
Combined C/C++, JAVA and Web Application SecurityIstanbul, TaksimMon, 2019-06-17 09:306300EUR / 7300EUR
Machine LearningAntalyaTue, 2019-06-18 09:304725EUR / 5525EUR
Mathematica: An IntroductionAntalyaFri, 2019-07-05 09:301575EUR / 1975EUR
Magellan: Geospatial Analytics on SparkIstanbul, TaksimTue, 2019-08-13 09:303150EUR / 3750EUR
ROS: Programming for RoboticsAnkaraTue, 2019-08-27 09:304725EUR / 5525EUR

Course Discounts Newsletter

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