Deadline: 20 April 2020
Centre for Development of Advanced Computing (C-DAC) under the aegis of the National Supercomputing Mission (NSM), a Ministry of Electronics & Information Technology (MeitY) and Department of Science & Technology (DST) initiative, in association with NVIDIA & OpenACC, announces the SAMHAR-COVID19 Hackathon.
Pandemic outbreak such as Coronavirus outbreak can create huge challenges for the Government and Public Health Officials to gather information quickly and coordinate a response. In such a situation, Artificial Intelligence (AI) can play a huge role in predicting, minimizing and stalling its spread of the virus.
C-DAC has embarked on a program SAMHAR-COVID19 (Supercomputing using AI, ML, Healthcare Analytics based Research for combating COVID19). This opportunity will provide researchers to find solutions for Identifying, Tracking and Forecasting outbreaks of COVID19 and Facilitating Drug Discovery as well.
The intention behind this hackathon is not just to solve current Covid-19 situation but to prepare the research community to make use of HPC-AI tools and keep ready to predict outbreaks like this. The hackathon is open to Researchers, Academicians, MSMEs, Startups and Industries with an objective to bring out Innovative and Implementable Ideas for Prediction, Forecasting and Building Healthcare Models that could revolutionize the way we interpret science of pandemic outbreaks using AI technology on Supercomputers.
The problems related to COVID19 that will be solved during this Hackathon are as follows:
- Drug Discovery and Genome Sequencing: Human Genome is complex and has 3.2 billion base pairs. India became the fifth country in the world to sequence the genome of the novel Coronavirus, or COVID19, and share its data with the international community. Genome data is essential to build tests, find drugs and vaccines.
- Medical Imaging: AI has proven accuracy to detect patterns from Images. Healthcare images like CT provide crucial information and can be used to detect Corona Virus.
- Contactless Monitoring: To Explore Contactless monitoring of the outbreak, to explore usage of drones to help medical staff to transport medical samples and to conduct thermal imaging.
- Surveillance and Monitoring: Use of Computer Vision Techniques to automate monitoring crowd gathering or tracking possible carriers by looking at patterns like sneezing etc.
- Forecasting: Predict the cumulative number of confirmed COVID19 cases in various locations across India, as well as the number of resulting fatalities using various datasets from the states and union territories of India combined with Big-Data information available from Social Media.
- Data Mining: There are more than 44000 research articles on COVID19 already published and the numbers are growing. Use of AI and data analytics techniques to come out with solutions to help the medical community to analyze news reports and online content from around the world to recognize anomalies and predict critical events.
To summarize SAMHAR-COVID19 Hackathon aims to find solutions with the following priorities (but not limited to these only):
- To achieve better (More Accurate) and Faster Turnaround time for Testing and results.
- To identify, track and forecast outbreaks.
- To develop Drug Re-purposing Simulations leading to New Drug Discovery.
- To develop the Simulations/Solutions using Traditional (AYUSH) Medicines.
- To create Chat Bot with multiple regional language supporting Conversational AI Techniques.
- To develop AI based identification of non-complying or infected individuals.
- To create, Train and Deploy Robots to sterilize, Deliver Food and Supplies.
- To deploy Drones to monitor sites, announce policy measures and to deliver medical supplies in the infected regions/areas.
- To enable automation of COVID 19 Health care Claims for Ayushman Bharat Program
Participants will not only contribute to this hackathon for Noble Cause, but will also have opportunities to win awards. The Hackathon will be conducted in two rounds:
- In Round-1, the top 25 Innovative Implementable Ideas will be selected by an Eminent Jury comprising of eminent scientists and domain experts.
- The proposers of these selected ideas will move to Round-2 for proving their Ideas by building a prototype for establishing the Proof of Concept. The proposers are required to demonstrate their prototypes and make presentations to the Eminent Jury during the prescribed period.
- In Round-2, the participants will be provided with:
- Compute Infrastructure: Access to PARAM Series of Supercomputing facility established under NSM (PARAM-Shivay, PARAM-Brahma and PARAM-Shrishti including PARAM-Shrestha and PARAM-Sangam) and to the latest NVIDIA Tesla GPU powered systems will be provided through National Knowledge Network (NKN) backbone.
- Datasets: Access to India specific datasets or sample data sets (on request).
- Training: Participants will be provided training on latest HPC-AI tools including C-DAC Tools like: TANGO: Small drug like molecular conformation generation and energy optimization to find right postures of small molecules in the database; HBAT: Big-data Analytics tool to Find hydrogen bonds in the simulation trajectories and water interactions; Parabricks: Genome Sequencing Toolkit; RAPIDS: Machine learning Library; DeepStream SDK:Streaming Analytics Toolkit; and AI GPU libraries from NVIDIA (wherever applicable).
- Mentorship: Mentors from C-DAC, Industry and Research Organization will guide the participants to help achieve optimal results during the course of Hackathon.
Funding Information
- In Round-1, the selected Innovative Implementable Idea (I3) Award entry (irrespective of the number of members in the team) will be rewarded with Cash Award of Rs. 10,000 (Rs. Ten Thousand) each and a ‘Certificate of Appreciation‘.
- In Round-2, the Top 6 Innovative Implementable Idea (I3) Awards will be given away by C-DAC under NSM as described below:
- Outstanding Innovative Implementable Idea (One Award):
- Award will consist of a ‘Citation’ +
- A Cash award of Rs. 2,00,000.00 (Rs. Two Lakhs only) +
- Free 500 Hours* of CPU-GPU Computing Credits along with upto 200TB Storage on PARAM Series of Supercomputing facilities established under NSM and the 100 AI PF PARAM Siddhi-AI Supercomputer connected through NKN;
- Excellent Implementable Idea (Two Awards):
- Award will consist of a ‘Citation’ +
- A Cash award of Rs. 1,00,000.00 (Rs. One Lakhs only) +
- Free 300 Hours* of CPU-GPU Computing Credits along with upto 100TB Storage on PARAM Series of Supercomputing facilities established under NSM and the 100 AI PF PARAM Siddhi-AI Supercomputer connected through NKN;
- Promising Innovative Implementable Idea (Three Awards):
- Award will consist of a ‘Citation’ +
- A Cash award of Rs. 50,000.00 (Rs. Fifty Thousand only) +
- Free 200 Hours* of CPU-GPU Computing Credits along with upto 50TB Storage on PARAM Series of Supercomputing facilities established under NSM and the 100 AI PF PARAM Siddhi-AI Supercomputer connected through NKN;
- Outstanding Innovative Implementable Idea (One Award):
Eligibility Criteria
The hackathon is open to Researchers, Academicians, MSMEs, Startups and Industries having an Indian establishment.
Selection Criteria
The submissions will be judged on the following metrics by the reviewers and Jury members:
- Contextual Relevance: High impact to Indian scenario solving Covid-19 challenges
- Technological Superiority: Use of latest technology and trends, better performance and accuracy.
- Innovation Quotient: Innovative with high research quotient and potential to become unique solution
- Viability: The solution is practically feasible in real world scenario considering the cost to solution, ease of integration into existing infrastructure and easy deployment in the field.
- Team Participation: The team should be able to demonstrate the expertise as given in the application.
The decision of the Jury on the I3 Award will be final and binding.
For more information, visit https://samhar-covid19hackathon.cdac.in/