mumbai
Date
  • weekwid: false
  • widHeader: false
  • orgName: wade1096@gmail.com
  • orwid: false
https://www.eventshigh.com/detail/mumbai/b819af842b72b2cf5e5b71255b9af061-2day-hands-on-workshop-on

2Day Hands-on workshop on Deep Learning in Computer Vision.

19.1004273,72.91916190000006
Sat, 31 Aug 10:00AM - Sun, 1 Sep 5:00PM
91springboard Vikhroli , mumbai central suburbs
 Check Estimated Time
Rs 2500 onwards
375 people viewed this event.
I Am Interested

Get notified when the event happens next time.

Details

Details

This is a specialized workshop for Deep Learning in Computer Vision. And designed for audiences that have some technical aptitude. 

Usecases - 
1. Alexnet, GoogleNET, ResNet, etc. 
2. Self-driving car - OpenCV
3. Cellular Nuclei Detection in Micro-organisms 
4. Real-time facial recognition and emotion detection.

DAY 1:

  • Motivation: Interesting applications on Computer Vision
  • Introduction to Computer Vision
  • Image Classification

    • The data-driven approach
    • K-nearest neighbor

  • Loss function and Optimization

    • SoftMax
    • SVM
    • Stochastic gradient descent

  • Introduction to Neural Networks

    • Backpropagation
    • The Neural viewpoint

  • Convolutional Neural Network

    • Filter
    • Dropout
    • Pooling

  • CNN Architectures for Computer Vision

    • AlexNet, VGG, GoogLeNet, ResNet, etc

  • Data handling in Computer Vision (Hand-o)

    • Data Splitting
    • Data Augmentation

      • Resize, flipping, rotation, noise, etc

    • Image Classification with ML (Model Training and Deployment)

DAY 2:

  • Hyperparameter Tuning

    • Epochs
    • Steps
    • Batch size
    • Learning rate
    • Optimizer

  • Deep Learning Hardware

    • CPUs and GPUs
    • Dynamic vs Static computation Graph

  • OpenCV in Automotive: Self-driving car (Training & Deployment)
  • Detection & Segmentation

    • Object Detection
    • Object Segmentation
    • Image annotation
    • Visualizing & understanding of data

  • OpenCV for Healthcare: Nuclei Detection in Micro-Organism & Segmentation (Training & Deployment)
  • OpenCV for Real-time Facial Recognition & Emotion Prediction (Training & Deployment)
  • Generative Models
  • General Adversarial Networks

Date: 31st Aug-1st Sept 2019 (Sat-Sun)
Venue: 91springboard, Vikhroli Hub. 
Time: 10 AM - 5 PM

Login to View Organizer Details
Like this event ? Share it with your friends !!
Show

Map & Directions

Map & Directions
91springboard Vikhroli Godrej & Boyce, Gate No 2, Plant No. 6, LBS Marg,, Opposite Vikhroli Bus Depot, Vikhroli West, Godrej & Boyce Industry Estate, Vikhroli West, Mumbai, Maharashtra 400079, India
Reviews
Reviews
No reviews available
Write a review
Be the first one to review! Share your experience.
Show
Organizer Reviews 4.2 (20)
Reviews for Organizer 4.2
Show

Frequently Asked Questions

FAQs
Have any query? Drop your questions here !!
Show
EventsHigh Specials, motivation, opencv, neural network, computer vision, data driven, healthcare, real time, svm, driving, classes and workshops, tech conferences, tech workshops, startup and entrepreneurship, driving Classes And Workshops,