Shreyas Jagannath
AI researcher
Cellstrat
location_on India
Member since 4 years
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Shreyas Jagannath
Specialises In
An AI Researcher doing research in experimental AI and theoretical AI and also an active entrepreneur with a mission of AI for social good. Also have an affinity towards AR/VR, Driverless cars, Cognitive sciences.
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keyboard_arrow_downTraining Autonomous Driving Systems to Visualize the Road ahead for Decision Control
Vivek SinghalCo-Founder & Chief Data ScientistCellStratShreyas JagannathAI researcherCellstratschedule 3 years ago
90 Mins
Workshop
Intermediate
We will train the audience how to develop advanced image segmentation with FCN/DeepLab algorithms which can help visualize the driving scenarios accurately, so as to allow the autonomous driving system to take appropriate action considering the obstacle views.
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Advanced AI Application Showcase
Vivek SinghalCo-Founder & Chief Data ScientistCellStratShreyas JagannathAI researcherCellstratschedule 4 years ago
480 Mins
Workshop
Intermediate
In this session, data scientists from CellStrat AI Lab will present demos and presentations on cutting-edge AI solutions in :-
- Computer Vision - Image Segmentation with FCN/UNets/DeepLab/ESPNet, Image Processing, Pose Estimation with DensePose
- Natural Language Processing (NLP) - Latest NLP and Text Analytics with BERT, NER, Neural Language Translation etc to solve problems such as text summarization, QnA systems, video captioning etc.
- Reinforcement Learning (RL) - Train Atari Video Games with RL, Augmented Random Search, Deep Q Learning etc. Apply RL techniques for gaming, financial portfolios, driverless cars etc. Train Robots with MuJoCo simulator.
- Driverless Cars - Demo on multi-class roads datasets, path planning and navigation control for cars etc.
- Neural Network Architectures - Faster and Smaller Neural Networks with MorphNet
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No more submissions exist.
