MATLAB Workshop

Free Study Material to every student.
Certificate of Excellence from Tryst IIT Delhi & Robotech Labs

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Hands-on MATLAB Workshop

Designing and deploying deep learning based computer vision applications to embedded CPU and GPU platforms is challenging because of resource constraints inherent in embedded devices. A MATLAB® based workflow facilitates the design of these applications, and automatically generated C or CUDA® code can be deployed on embedded boards  to achieve very fast inference. The workshop illustrates how MATLAB supports all major phases of this workflow. Starting with algorithm design, the algorithm may employ deep neural networks augmented with traditional computer vision techniques and can be tested and verified within MATLAB. Next, these networks are trained using GPU and parallel computing support for MATLAB either on the desktop, cluster, or the cloud.

Introduction to Deep Learning for Computer Vision Applications Using MATLAB

Hands-on exercises:

  • Use a pre-trained network for image classification
  • Build a deep learning network from scratch
  • Perform transfer learning

Addressing Challenges in Deep Learning Workflows Using MATLAB
Hands-on exercises:

  • Accelerating the labelling process using automation algorithms
  • Understanding network behaviour using visualizations

The presenters will also discuss the following topics during the workshop:
● Labelling large amount of images
● Hyperparameter tuning of deep neural networks
● Scaling up training to GPUs, multi-GPUs and clusters
● Deployment workflows for desktop, web, and cloud
● Deployment workflows using automatic code generation for embedded platforms

Laptops with MATLAB (version R2017b or later) installed. Preferably R2018b (latest).
The list of the toolboxes needed for the workshop includes:
MATLAB® and a full set of products for deep learning: Neural Network Toolbox™, Statistics and
Machine Learning Toolbox™, Parallel Computing Toolbox™, Image Processing Toolbox™,
Computer Vision System Toolbox™, Image Acquisition Toolbox™, and Signal Processing
Ones the MATLAB is up and running Download and Install pre-trained network Alexnet(download)


To Organize this workshop in your college Click here & Fill the form.


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Event Schedule

3rd March 2019 at IIT Delhi


Duration: 1 Day (10 Hour per day)

Venue: IIT Delhi

No. of Team Members: 1

Free Take Home Kit to every Individual

**Limited number of seats

**If the Workshop gets cancelled, all the participants will be given full refund.

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