CellStrat AI Lab - Hands-on Workshop Photo-Realistic Super-Resolution GAN (BLR)

Disrupt 4.0
Disrupt 4.0
Public group

Every week on Saturday

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Details

MEETUP DESCRIPTION

Welcome to the CellStrat AI Lab - where AI disruption happens !

CellStrat AI Lab is the one of the world's most advanced AI R&D groups and is working on the cutting-edge of AI, ML and DL innovation.

We meet every Saturday at our Bengaluru office for AI Lab Coding Hours. Join us for world-class AI disruption !

FOR ANY QUESTIONS OR IF YOU NEED HELP REACHING THE LOCATION, PLEASE FEEL FREE TO CALL AT OUR NUMBER :- [masked] (Contact No for CellStrat)

NOTE :- If you wish to attend our Saturday AI Lab remotely via Google Hangout, you enroll in our AI Lab Global Membership (Virtual Member) Program here : https://bit.ly/2TaPC8W

AGENDA :

Workshop Topic - Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network (SRGAN)

PRESENTER : Abdul Azeez, CellStrat AI Researcher

Agenda :-

1) A quick overview of the field
2) Issues with Image Super Resolution at large Upscaling Factors
3) A step-by-step implementation of Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network (SRGAN)

Pre-requisites :
1) Basic knowledge of ML and DL is recommended. A good understanding of Deep Neural Networks, Generative Adversarial Networks (GANs)
2) Please bring your laptop and be sure to have your Google Drive account setup.
3) We will use Google Colaboratory app to run .ipynb files from your Google Drive.
4) Reading References :-

Below are the papers that will be discussed in the workshop:
SRGAN: https://arxiv.org/pdf/1609.04802.pdf

AI LAB RESEARCH AREAS

Some of the recent projects being worked on in the CellStrat AI Lab :-

- Photo-realistic Style Transfer
- Music GANs
- Speech Recognition with MATLAB
- Reinforcement Learning with OpenAI Gym
- Adding comic features to pictures
- DensePose
- Image Segmentation using FCN and U-Net algorithms
- Image-based visual search etc.
- Object and Face Detection
- Sentiment Analysis
- Generative Modeling
- YOLO v3
- and many more

Research paper reviews :-

- Augmented Random Search
- Pose Estimation
- GAN paper
- Neural Style Transfer
- Ordinary Differential Equations or ODE Solver
- Pix2pix algorithm
- Faster RCNN and Masked RCNN
- and many more

Bring your laptop loaded with Python and TensorFlow and lets produce some cool AI applications. Also review and publish world-class research papers in leading journals.

PS : Those interested in learning about AI, ML, DL training and career options are welcome. Our ML / DL course details are available here : https://bit.ly/CSMLP (contact us at [masked] for more details)

PREREQUISITES

The CellStrat AI Lab Saturday meetups are conducted in Bengaluru, KA India. However membership to CellStrat AI Lab is open for global audience and remote members can attend the Saturday AI Lab meetups via Google Hangout.

BENEFITS

1) Interact and code with top AI Data Scientists from around the world.
2) Work on cutting-edge application development in AI, ML and DL
3) Publish original research papers in leading journals like Arxiv.org and Springer Journal
4) Be part of the continuous learning and development on latest AI algorithms and research papers
5) Get access to AI consulting and training opportunities provided to CellStrat AI Lab members
6) Prepare for lucrative careers in Artificial Intelligence and Data Science, the hottest career options of this decade.
7) Become a globally prominent AI expert with help of CellStrat Global Marketing Platform
8) Incubate your AI startup with help of CellStrat AI Lab ecosystem
9) Jobseekers - find lucrative AI and ML jobs via AI Lab community networking. Recruiters - hire high-end AI talent

SESSION LEADER

Vivek Singhal (AI Data Scientist, CellStrat)
Li: https://www.linkedin.com/in/viveksinghal1
t: @vsinghalus

PAST WEBINARS (YOUTUBE CHANNEL)

https://bit.ly/2FLYwD5

CERTIFICATION PROGRAMS IN MACHINE LEARNING / DEEP LEARNING

https://bit.ly/CSMLP