PPT Template -https://docs.google.com/presentation/d/1apCu8bRJIieqcIRwLrp85AYLQYKC4L9xkqBLurimX9g/
The digital era has become more of a norm than ever before, pushed further by the pandemic. Digital records of health reports enable an efficient tracking of medical history with ease allowing access anytime and anywhere, both for the individuals and medical professionals. Analysis of test results and data collection is faster if the medical records are digitized and tracked over a period of time.
Teams must compete to build a complete web application that delivers the utility of taking in camera images of medical reports and extracting the test results displayed, for example test name, measurements etc using image processing and OCR. The application should support cropping and alignment as well. Finally, the application displays them as a table. Extracting the PHI corresponding to Patient Name, Age, Gender and Date of collection fetches additional scores!
Dataset will be provided.
When the COVID vaccine was being searched for, Folding@home started a program where you could "lend" your GPU for computations (to simulate protein dynamics). This would work like a GRID system, where user devices join in and are assigned a job to do. And all the results are sent back to a central location.
You will need to create a framework which runs the same user-defined function on multiple subsets of data parallelly, by sending the "function" to many “nodes”, each of which execute on a different subset of the data and return the result to the “central computer”. All data is important, so IF you can, make this “distributed framework” fault tolerant.
The end product should be a framework that a research lab may use to create an app that runs its “Covid protein analysis” on devices worldwide.
Reference link: https://developer.nvidia.com/blog/foldinghome-gpu-accelerated-exaflop/
Don't we all detest the congested streets in some parts of Bangalore? Our patience is put to the test, and it also makes us late for work. In addition to this, traffic also slightly raises fuel consumption, which directly affects vehicle emission rates and raises pollution levels. The best time to respond to and resolve this issue is now.
You are required to develop an intelligent traffic control system utilizing Deep Learning, IoT and Computer Vision technologies. The solution must be able to handle changing traffic conditions and respond appropriately.
Ever growing internet requires Ever growing efforts on improving How we detect threats and how we protect data from spying. As it's said Data is the pollution problem of the information age, and protecting privacy is the environmental challenge.
Innovation in steganographic techniques, by making a steganographic technique of their own choosing, with the highest possible information density and undetectability. Product should contain a basic GUI accepting both message and carrier. You are free to choose encryption algorithms, and no of techniques is left to the choice (Note that Judges will judge according to the quality and not the quantity). You can choose their own ways to manipulate carriers.
Ever growing internet requires Ever growing efforts on improving How we detect threats and how we protect data from spying. As it's said Data is the pollution problem of the information age, and protecting privacy is the environmental challenge.
Innovation in malware and spyware detection programs that detects malware and spyware on the application-level software (datalogger, keylogger, stealers etc). Expected outcome is to have basic GUI which can be used by any consumer who isn’t very technologically inclined, threshold constraints, how it should be used and how it should respond to certain malware found. Can be implemented using AI, Yara rules, Anomaly based, and Signature based detection.