EncartaLabs

Computer Vision - Essentials

( Duration: 3 Days )

The field of computer vision is shifting from traditional image processing to deep learning methods. With deep learning, a lot of new applications of computer vision techniques have been introduced in recent years and are now becoming parts of our everyday lives. These include image classification, object detection, video tracking, face recognition, photo stylization etc.

This Computer Vision - Essentials training course will teach new computer vision system based on deep learning.

By attending Computer Vision - Essentials workshop, delegates will learn to:

  • Understand basic vision systems concepts and applications
  • Apply basic computer vision techniques
  • Implement image classification
  • Implement object detection and video analytics
  • Evaluate edge and cloud-based computer vision systems

  • Computer Vision Engineers
  • Machine Learning Developers
  • AI Practitioners

COURSE AGENDA

1

Overview of Computer Vision with Deep Learning

  • Introduction to Computer Vision
  • Computer Vision Business Applications
  • Classical vs Deep Learning Computer Vision
2

Basic Computer Vision Techniques

  • Setup Portable Mini Computer Board
  • Setup Camera
  • Setup OpenCV
  • Image Processing with OpenCV
3

Image Classification

  • Introduction to Deep Learning and Neural Network
  • Overview of Convolutional Neural Network (CNN)
  • Pre-Trained Vision Models
  • Image Classification with Pre-Trained CNN
4

Object Detection

  • Overview of Single Shot Detector (SSD) Object Detection Technique
  • Object Detection and Video Tracking with SSD
  • Overview of YOLO Object Detection Technique
  • Object Detection and Video Tracking using YOLO
  • Basic Video Analytics
5

Computer Vision Systems

  • Edge Based Vision System
  • Cloud Based Vision System

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

Top