𝗣𝗥𝗢𝗕𝗟𝗘𝗠 𝗦𝗧𝗔𝗧𝗘𝗠𝗘𝗡𝗧𝗦

Utilization of AR technologies for effective distribution of weather forecast. AR to enhance information dissemination with better interactivity and user engagement.

To identify the monuments from Satellite Images using Deep Learning and Integration of Interpretability for the predicted outcomes (Explainable AI).

High resolution imaging satellites have limited swath and images from adjacent passes are stitched together, However, theme images may have different illumination and atmospheric conditions leading to a visible differences at the border of images.

Content adaptive speech mixing and audio-video synchronization is a challenge task in building audio-video conference system for Gaganyaan Project. To achieve clear and distinguishable audio, the audio mixing should be done based on adaptive acoustic modeling.

Passwords are ubiquitous today on any platform, on possibly any website. But to remember so difficult passwords and that too on numerous websites seems daunting and therefore you can devise a project illustrating graphical password strategy. This will allow the user to set passwords in the form of graphical presentation in a certain pattern and later use that pattern to login o the system. Summary: Remembering numerous passwords from various different sites can be difficult for a user. So to provide some flexibility we can provide users a graphical password authentication system where instead of creating a password a user has to select graphical objects in a particular order to keep it as their password. Objective: : In this method, the user is required to select some images (let’s say different chocolates) in a specific pattern (for example dairy milk is followed by 5 stars which is in turn followed by KitKat and so on). Next time the user tries to log in, the images would have been shuffled, but the user will be required to follow the same pattern which was used initially. Every time the user will have to use the same sequence while the images are placed in different ways. This type of authentication is difficult to break since neither brute force nor dictionary attacks could breach it. We need techniques that can be easily implemented and provide better results to this process.

India as we know is a densely populated country and every year more than 6 crores of Indians graduates from diverse backgrounds and with diversity in education. Almost similar number of students enter into colleges for taking various education to help them in seeking jobs. With time students also look for good scholarships based on the merit, skills, income, etc. Getting scholarships would help such students to even excel more. Summary: With growing technology and market scholarships in the market is also increasing but is the data is not confined to one place. People have to find various places to check for good scholarships. Addressing this problem will help in knowing various national and international scholarships. ALos it will encourage students to increase their merit to get such scholarships for better future. Objective: : We need you to develop a portal where various National and International scholarships based on merit, study field, income etc. are shown up. This should be a real time data management which should be updated with the latest scholarships that are being offered.

There are many Governmental and Non-Governmental sources of grants for undertaking research in Colleges and Universities. Lack of information in one platform about the institution granting funds, criteria of selection, norms and stipulations, time period, purpose for which grants are available, last date, eligibility criteria for all the grants available at International, National levels and local and subject-wise details, is inhibiting several potential researchers from availing the grants for undertaking research projects. Provision of such a platform would be useful in enabling healthy competition among researchers and also for the best utilization of funds for research programs. Summary: Research has been the backbone of an excellent education system and in order to add value to the research ecosystem of the country, there of need to have a robust platform available for the researchers wherein they can have the information available about the national/international grants available for them to carry out research activities more effectively. Objective: : To develop a robust online platform for the researchers providing the information and relevant details about national/international research grants.

As of now, we don’t have master data base regarding students at various levels, without which framing policies with regard to education and upliftment of student community is difficult. Provision of common platform in which the entire data base of school education, higher education and technical education are interlinked, which will help the government to identify the grey areas where actual concentration is needed. Further, the percentage of students entering various fields of education and percentage of student drop outs also can be identified and also State/District wise drop outs can be identified and thereby these places can be targeted for improvement. Summary: An integrated platform should be developed for the integration of School education, Higher education and technical education in India. This will help in: 1. Better synchronization between the agencies controlling School education, Higher education and Technical education. 2. Access to real time data for framing policies related to School education, Higher education and Technical education 3. Integration in all these three verticals Objective: : To develop an Interlinked platform for School education, Higher education and Technical education in India

Summary: Every year approx. 5000 post graduate ayush students submit MD/PHD thesis to their respective universities. Problem statement – though thesis of some universities are being uploaded on shodhganga, the thesis are not detected in plagiarism software. Hence, there is no mechanism to detect plagiarism in thesis submitted in MD/PHD Thesis. Objective: Solution: A universal database for MD/PHD thesis submitted under Ayush system of medicine which supports plagiarism detection in thesis. With user side as well as admin side. It should automatically check the plagiarism from standard plagiarism checker plugin integrated in the system once the user or admin submit the thesis in the platform and generate the plagiarism report. It only allows submission if it pass the plagiarism(Less than 5%) test otherwise platform should deny the submission.

The free space simulation that lets the user explore the universe in three dimensions. It shows a realistic sky in 3D, just like what one sees with the naked eye, binoculars or a telescope. The Ministry of Culture is developing many planetariums in the country and there is no OEM from India developing Planetarium software. Summary: To develop an indegenous 3D planetarium software. Objective: ? The user can travel throughout the solar system, to any of over 100,000 stars, or even beyond the galaxy. ? Shows accurate positions of solar system objects in the sky

Every year huge number of students take admissions into college. With the current covid crisis ongoing, almost all the process have become online. Even classes have become online. It was observed that there were students who did fake enrollments while filling forms of a college for exams, online classes or similar purposes. Also online mischief was done by many students thus disturbing the whole class. Same happens with online exams happening with google forms. Since making fake Gmail id is not a big deal for kids of today’s generation hence often fake entries were found which caused lots of issues to teachers evaluating the answers. Hence we need to keep a Aadhar based authentication for students for filling up forms, giving examination or attending online classes. Addressing this problem will ensure only students authenticated with their Aadhar are only permitted to fill forms, attend online classes and give exams thus ensuring the tracking of students. Due to this only genuine entries will be there and any mischief done will be caught easily.

It is required to develop a smart attendance capturing mobile app with following features: 1. It should capture basic details of employees like Photograph (headshot), Name, Designation, Employee Number, Gender, Office Address, etc. 2. It should recognize the employee by face while capturing the attendance (entry) through face recognition and enter the relevant details including entry time in the system after successful face recognition. Similarly, while exiting the office premises, employee will be recognized using his/her face and exit time will be entered in the system. 3. The app should automatically capture the GPS location where the attendance is being taken and allow capturing the attendance only in a geo-fenced area (100 meters within LATITUDE/LONGITUDE) the office premises. Otherwise, the app should automatically exit. 4. The app should successfully work for any specific employees with or without wearing spectacles, cap or industrial helmet. The mobile app needs be developed on Android platform. The team members can be taken as employees and college/hackathon premises will be taken as office address for the purpose of demonstration. The mobile app must use deep learning powered computer vision for face recognition and the accuracy must be above 95%. Further, during the actual hackathon, a randomly chosen person will be entered as a new employee in the app and it should successfully capture the attendance (entry and exit) of that new employee for the purpose of demonstration of successful working of the app in order for GAIL to accept the solution.

NRIDA has sanctioned many roads usingvarious new technologies/ new materials whichreduce not only the cost of construction, but they reduce the use of costlier aggregates/ fuel consumption for transportation of materials fromquarries etc. The PMGSY roads constructed withvarious new technologies have saved a lot ofaggregates/ natural resources. The methodologyfor calculation of quantity of aggregates saved, savings in transport, fuel consumption, quantumof CO2 emission and GHG calculator may bedeveloped using latest IT tools.

Tourist Safety & Security is an important aspect in decision making while selecting a tourist destination. With growth in sector, there have been consistent challenges in safety and security to be addressed. Issues related to eve teasing, overcharging, duping, theft etc. have been noted at many important tourist destinations. Initiatives in the past to sensitise public have been undertaken but the challenges persist. To ensure the safety and security of the tourists the objective of the problem statement is to come up with innovative digital solutions which can help in monitoring the safety, security, grievances management and necessary action taking tasks for the tourists.

Department of Social Justice and Empowerment (DoSJE) gives every year scholarships to more than 2.5 crore students. Although the process is totally digitized, the process of application by the students, verification by the institution, verification by the State Governments is a cumbersome process involving manual verification of the Caste certificate, Domicile certificate, Income certificate and also academic credentials. This process takes a longtime between (3) to (6) months, thereby depriving the student of timely availability of financial aid. Addressing this problem will help in timely availability of financial aids to students by digitizing the system. Need to develop an innovative process for simplifying the verification process so that when a student applies for the scholarship, the verification should take place on a real time basis.

To get the information about the occupancy of bed and necessary items for the patients especially in emergency cases, an electronic system must be brought into usage to identify them to aware the patients and to make them to easy to find.

Today, about 3 billion people are in lockdown around the world — and almost 90% of the student population is cut off from school. It’s no surprise that a lot of children and their parents are increasingly connecting to the outside world through screens they might have once regarded with restraint or even reproach. With more than 130 countries restricting movement to contain the COVID-19 pandemic, it is time to recognize the internet as a critical tool for children’s access to learning, play, entertainment and social interaction. In short, they might have a lot to gain from spending time in the digital space. online games before the pandemic, the figurative ‘jump’ into screens can also cause more concern or even distress. The goal is to devise a solution to digitally limit the screentime of children in a friendlier manner. Workout Application to Person and Person to Application Messaging and workflow that can be implemented using a laptop or separate device without the need for additional software.This project aims to digitally limit screen time in a friendlier manner.

Explanation During criminal investigation, Law agencies come across different bank accounts. There is need of a mechanism which can help to integrate different bank accounts into layers. Expectation There are multiple accounts being provided by banks in form of excel sheets and pdfs but this solution must be able to link all the data and present it in a well organised and layered format Extension Sorting of data into District and Police Station wise. Then an inter linkages be established with different bank data linked with each other. The solution must be able to highlight common bank accounts (source/destination) in case it gets reflected into different bank account statements. Result (expected) Police can achieve different layers of money trail/movement how money went from one bank account to another. Also helping us with details of source and destination accounts.

Background: There have always been queries of people regarding various topics to which answers are provided manually by people. In order to make this process fast the FAQs can be answer using the latest AI technologies where answers can be automatically generated according to the questions. Also for every question asked it can be stored and the list of questions can be increased to provide better mapping of question and answers. This process can reduce lot of work pressure for both the consumer and the government. Also providing quick responses and suggestions can help in the better economical market growth. Summary: There have always been queries of people regarding various topics to which answers are provided manually by people. In order to make this process fast the FAQs can be answer using the latest AI technologies where answers can be automatically generated according to the questions. Objective: We need you to develop an AI based Chatbot (mobile/web app) to create answers to queries based on FAQs and more FAQs getting automatically added including categorization. You can use machine learning algorithms to increase the dataset of questions and answers and ensure that the mapping of questions and answers remain maintained every time there is an increase in the dataset.

A false alarm occurs when the security system erroneously detects a dangerous situation that is not really. There are many reasons for false alarms to occur. The consequence of a false alarm, in addition to an unjustified fright for its owners, comes in the form of unnecessary notices to the state security forces or to the security company’s security guards, if applicable. The system is activated as if there had been an intrusion that does not really exist. Why is it important to stop false alarms? Stopping false alarms is important so as not to cause unnecessary warnings to the owners, the police or the surveillance company. When false alarms are continuous it can also cause an unwanted effect: we relax and do not give importance to the true alarm when it occurs. An excess of false alarms in a device can cause its cancellation so that it does not interfere with the security system until corrective maintenance of the device is applied. The false alarm may be masking a malfunction of the security system that can have serious consequences when necessary. An excess of false alarms in companies may result in penalties, an adequate alarm system being mandatory or having to review or replace the security system. The aim of the Problem Statement is to create a smart alarm system to avoid triggering a false alarm.

Create Online or Offline digital classrooms with low cost, easy-to-use, easy-to-maintain Raspberry Pi devices Context: Digital classrooms open up a world of resources to both teachers and students. They provide teachers the agency to create powerful immersive classroom experiences. It’s a proven fact that students are more engaged in a smart class. However, smart classes are expensive to set up and maintain and, may require additional separate space. Availability of a steady Internet connection is also a problem in many areas. Problem statement: The hackathon team should develop a solution using a reference solution like cheaper and small form factor devices like Raspberry Pi and such and develop a solution to have fully offline solution which can act as both server to serve content, act as data aggregator as well as become device connect with national infrastructures.. Description: The solution shall include the following capabilities.. Solution should have low footprint, cheap and easy to maintain by the locally available resources and skillsets. All parents, students could bring their individual devices to school to sync content with the local server and synchronize data of usage. Solution provides capability for content repository function capable of keeping copy of grade level textbook linked content locally leveraging NDEAR DIKSHA content APIs thus helping all students to synchronize data from their respective devices. Solution should also provide a complete Digital classroom experience - capable of running NDEAR DIKSHA offline solutions..

Develop a software/hardware automation prototype for managing the peak hours at the traffic signals

Troops are deployed along border where qualified doctors & hospital are not available. Until evacuation to higher centre, patient is dependent on first aid by medic/telemedicine. However, good quality, easy to use first aid kits might be life savior in times of crisis. Oxygen related problems:- Troops are deployed in high altitude area where oxygen level is very low which can affect the physical efficiency of troops. Such type of oxygen cylinders are required which are technically light in weight and have optimum capacity to store oxygen. If provided such oxygen cylinder may be used by troops in critical circumstances.

Wastewater treatment is a process used to remove contaminants from wastewater and convert it into an effluent that can be returned to the water cycle. Once returned to the water cycle, the effluent creates an acceptable impact on the environment or is reused for various purposes (called water reclamation). Processes commonly used include phase separation (such as sedimentation), biological and chemical processes (such as oxidation) or polishing. The main by-product from wastewater treatment plants is a type of sludge which is usually treated in the same or another wastewater treatment plant.Objective:1. To get reusable water from waste water in villages. 2. To set up a proper water distribution system for the recycled water.