An expert talk on Practical approach to Convolution Neural Network

11 October, 2022

Name of Department:Department of Information Technology
Title of “Event”:Anexpert talk on Practical approach to Convolution Neural Network (CNN)
Expert Name,Designation & Affiliation:

Prof Rashmi M Bhattad, BE(IT),ME(CSE), PhD

pursuing, Assistant professor at MMCOE Pune

Date &Time:11/10/2022, Tuesday, Time: 11.00AM to 1.00 PM
Venue:B-201, VGEC Campus
No of Participants:65
Event Coordinator:Prof Naimisha S Trivedi

About the “Event”

An expert talk on “Practical approach to CNN” was organized by VGEC IT department, on 11th October, 2022 in B-201, VGEC Campus. The Expert of the webinar Prof Rashmi M Bhattad is a faculty in the MMCOE, Pune and specializes in various technologies including Machine Learning and Deep Learning. Around 65 students from 7th & 5th Semester, IT department get benefited from the event.

Objectives of the “Event”

  • To introduce students to the Convolution Neural Network
  • To get the studentsfamiliar with Deep Learning

Content/Discussion Points of the “Event”

  • Introduction to Artificial NeuralNetwork and importance of CNN
  • Normalization, Label Encoding
  • Image Classification and ObjectDetection with TensorFlow and Keras
  • Feature Detector, Feature maps
  • Various Frameworks to implement CNN with practicalimplementation.

Outcomes of the “Event”

  • Students learned about the concept of Neural Network.
  • They got the practicalexposure of variousconcepts like Regularization and optimizations, hyper parameter tuning and deep learning frameworks (Tensorflow and Keras.), Convolutional Neural Networks, its applications, Recurrent Neural Networks and its applications.

Statements/Quotes by Experts

  • “Your brain does not manufacture thoughts. Your thoughts shape neural network.”

Glimpses