Caffe Training Courses

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

Caffe Course Outlines

Code Name Duration Overview
caffe Deep Learning for Vision with Caffe 21 hours 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 Audience 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 Installation 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 Examples: MNIST    

Upcoming Courses

CourseCourse DateCourse Price [Remote / Classroom]
Deep Learning for Vision with Caffe - ON, Brampton - Brampton County CourtTue, Aug 8 2017, 9:30 amCA$7350 / CA$10200
Deep Learning for Vision with Caffe - ON, Scarborough – 10 Milner Business CourtWed, Aug 16 2017, 9:30 amCA$7350 / CA$10140
Deep Learning for Vision with Caffe - BC, Burnaby Mon, Aug 21 2017, 9:30 amCA$7350 / CA$10200
Deep Learning for Vision with Caffe - MB, Winnipeg - 201 Portage AvenueMon, Aug 21 2017, 9:30 amCA$7350 / CA$10350
Deep Learning for Vision with Caffe - ON, Markham - Trillium Executive CentreTue, Aug 22 2017, 9:30 amCA$7350 / CA$10050

Other regions

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