30 Oct to 3 Nov 2023  5 days ,  2 hrs / day	Fees Rs. 1,500/-	Apply By 30 Oct 2023

Course Description: The objective of this course is to enable the candidates to apply image processing methods to enhance images and make them useful for real life problem solving. The candidates will learn the basics of deep learning models and they can come up with solutions for problems including image processing, object identification and classification

Who can attend?

Anyone who is interested to learn image processing using OpenCV and Deep Learning Model Development. It is designed for

• Students pursuing engineering or any computer science degree.
• Working Professionals.
• Research students
• Teachers

Pre-requisites:  Knowledge in computer science and Python programming

Course Duration : 5 days (2 hours per day) 

Course Contents :

• Machine Learning, Classification, Regression & Clustering
• Image Processing in OpenCV
• Image Cropping, Resizing, Translation, Scaling, Rotation, Dilation, Erosion,Thresholding, Binarization, Sharpening, Blurring images, Detecting Lines,Edges, Contours
• Corners, Image Enhancement in OpenCV, Contrast Stretching, Histogram Equalization, Contrast Limited Adaptive Histogram Equalization, Image Segmentation, Face recognition, Video Analysis
• Deep Learning, Artificial Neural Networks, Feedforward Neural Networks, Activation Functions, Sigmoid, ReLU, tanH etc.
• Convolutional Neural Networks, CNN Implementation in Keras and TensorFlow., Image Classification using CNN, Image Data Generator and augmentation methods. VGGNet. Transfer Learning, VGGNet, Recurrent Neural Networks, Implementation of RNN in Keras

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Course Fee: Rs 1,500/-

Course Start Date:  30 Oct 2023
Last Date for Registration and Payment:  30 Oct 2023
Sharing of Link / passwords & other details : 30 Oct 2023

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Minimum Requirements

• Attendees must have a computer system with a good internet connection.

Faculty Profile

• Dr. Vimala Mathew, Scientist 'E'

Course Coordinator

Dr. Vimala Mathew
Scientist 'E'
0495 2287266 / 9446732691 (from 9.00 AM to 5.30 PM)
Email: vimala[at]calicut[dot]nielit[dot]in

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Certificate: Participation Certificate will be issued to all candidates who attend the course.

Terms and Conditions
1. In case any registered candidate could not attend the online session due to technical issue at their side there will not be any refund of the course fee and the sessions will not be repeated.
2. In case the online course is cancelled /postponed due to some technical issue at NIELIT side and new date is not convenient to the candidate, our liability is limited to the refund of the course fee and NIELIT shall not be responsible for any consequential damages.
3. 60% attendance and feedback submission are mandatory for awarding ‘participation certificate.

Terms and Conditions 

1. In case any registered candidate could not attend the online session due to technical issue at their side there will not be any refund of the course fee and the sessions will not be repeated.
2. In case the online course is cancelled /postponed due to some technical issue at NIELIT side and new date is not convenient to the candidate, our liability is limited to the refund of the course fee and NIELIT shall not be responsible for any consequential damages.

For more details about our institution visit us

Website:     http://nielit.gov.in/calicut
Twitter:      https://twitter.com/CAL_NIELIT
Facebook:     https://www.facebook.com/CAL.NIELIT