M1. Build models to identify Crop type and diseases.

M2. Build a model to recognize the hand sign-language of deaf and dumb. Live video through mobile/web-cam should recognize the sign language in real time.

M3. Air pollution hot spots detection and identifying the source trajectories using ML/AI techniques

M4. Sentiment Analysis from text feedback

M5. Online predators try to gradually seduce their targets through attention, affection, kindness, and even gifts, and often devote considerable time, money and energy to this effort. They are aware of the latest music and hobbies likely to interest kids. They listen to and sympathize with kids'problems. They also try to ease young people's inhibitions by gradually introducing sexual content into their conversations or by showing them sexually explicit material. • Desired Solution : The solution will detect suspect profiles based on child grooming behavior patterns followers, hate speech provokers, stalking and bullying mentality profiles and explicit content explorers ( postings, comments) on social media platforms and other websites

M6. The Mid-day Meal Scheme is a school meal programme of the Government of India and is designed to improve the nutritional standing of school-age children nationwide. The programme supplies free lunches on working days for children in primary and upper primary classes in Government schools. Serving 120,000,000 children in over 1,265,000 schools and Education Guarantee Scheme centers, it is the largest of its kind in the world. Student teams are expected to build machine vision solutions to monitor the activities under the Mid-day Meal Scheme. Solution Expected: As the Mid-Day Meal program runs in schools across the country, continuous auditing and monitoring of the program might be challenging. Typical Auditing and Monitoring could involve: Ensuring the number of students that took meals is the same number reported. Lunch served is the same as the published/reported menu. Alerting in case of discrepancy and capability to centrally see past records / proof (numbers and visual) for any school. To design modules based on the above mentioned activities, video feed shall be provided to the student teams. These feeds shall come from the Meraki security camera. Typically, these shall come from the actual / imitated site i.e. schools, food serving area etc. Student teams are expected to explore the capabilities of Meraki camera’s inbuilt Machine learning (ML) modules and develop solutions around it. E.g. counting students, object recognition etc. Meraki security camera also has an inbuilt functionality to capture snapshot photos. Teams are expected to generate their own database based on the region of interest and features they wish to extract to develop ML models. Along with the expectations of Auditing & Monitoring the student teams should also propose innovative ideas (backed with research) to extract additional information from above snapshots / photos. While architecting the entire system, teams may explore the scalability factor of the system. The evaluations shall be based on the following criteria: 1. Depth and research to understand Mid-Day meal scheme monitoring problems. 2. Depth of understanding of Meraki camera product capabilities use cases. 3. Depth and understanding of technologies proposed in solution. Resources:
https://developer.cisco.com/meraki
https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/O bject- detection-via-Meraki-Camera
https://developer.cisco.com/meraki/mv-sense/

A1 A mobile application is required that is capable of
a.) Having all the details of any site equipment like S/N, Date of Installation, etc. by scanning a QR code/ barcode.
b.) Readily accessing the past service record by scanning a QR code/ barcode.
c.) Entering the details and updating service history on the spot, just after maintenance.

A2. Mobile App for sharing or pooling of transport for agricultural produce to market.

A3. App for recording and playing geotagged videos.

A4. App Development on Food Processing Problems.

A5. Digital tracking of children of the migrant population to follow-up on their health status and immunization services received/to be given.

A6. An Google/iOS application has to be developed for booking an online appointment for a patient consultation at hospital The app should be having a feature to be integrated with existing Integrated Hospital Management System which is developed in .net & SQL environment.

A7. Positive psychology game-like app which will help develop a respect for rights and dignity of women and children & promote objectives of #BetiBachaoBetiPadao.

A8. An automated end to end application to create resumes for different users that is downloadable by users in different formats(pdf,word). The resume should have all sectors like education, skills ,projects, experience,extra-curricular and users should be able to view it using webview in the app(using persistent storage would be a plus).

A9. A Mobile App with Virtual Reality Based Gallery for Heritage Museums

A10. Open innovation

W1. Insurance has typically been a push product where the customer is usually sold an insurance by the agents. This makes the product marketing/ sales cost too high due to low conversion rates on insurance sales. It can be said that two factors contribute to this: 1. Insurance being viewed as an expense rather than a protection 2. The long and non-engaging information capture process which is required to issue the insurance. At APSIT, we are looking to solve this problem by providing a website as an engagement tool, which also helps you manage your health better. This website will also act as a source for insurance sales basis the data provided by the consumer. Gamification has emerged as a tool in the financial industry to convert the existing processes (non- engaging) into exciting activities. Some examples of the same can be capturing relevant information through quizzes (on say, world heart day) or health score generators (answer these questions to get your health score/ heart age).

W2. Servers are the crux of our IT infrastructure and are often exposed to great risk. The servers are covered under the layer of firewall, but they are still vulnerable and require security measures. The major concern is the source of threat. Extensive usage of remote connectivity causes improper security and lack of monitoring measures on remote networking equipment. It is required to keep an eye on the wrong doers, the data thieves and their work pattern. APSIT has about 30 servers housed in a Data Centre in a heterogeneous environment with OS HP-UX, Windows based servers. Outcome expected: Requirement of Server based Monitoring & Analysis Tools to alert the servers with Dashboard report on 30 heterogeneous servers available at our Data Centre.

W3. Interactive & user friendly map application for the public to inform police about the crimes and emergencies in real time.

W4. Developing Virtual Police Station to receive FIR with OCR based digital signature authenticated through digital signature (Aadhar Number based authentication)

W5. At present there is no platform to connect students & staff all over India. A platform/portal where students could put up their projects, share their problems, contribute to projects, help in academics, suggest new ideas, just come together for any possible work. This will help them for all over development, inform them about current advances in curriculum’s, etc. You know you always wanted to ask some question in the lecture but you were shy or were afraid because you thought the question might be stupid or your friends might laugh at you. Could we get rid of this problem as well? Every new Project or just a Project Idea or just a solution to a simple math’s question should get some points or some form of credits (Like upvotes in Quora). In this way we could gamify everything & make it real interesting.

W6. Open innovation

B1. A web-based application using Blockchain technology is sought from Airport Licensing to retrieve important and relevant Project Related information from a pool of data source i.e. SAP, E-mail, E-office, Scan documents, and Database. Below features are desired in an application:
a.) Concerned Officers can upload relevant data related to Airport Licensing from Airports.
b.) The seamless Approval process, Centralized Monitoring, and Suggestion Mechanism.
c.) Relevant information should be fetched from a data source, linked to a particular project which can be used in the hour of need.

B2. APSIT procures most of the raw materials, items, office supplies and services through a public procurement portal based on a tendering system. We need to develop a blockchain secured system to control this procurement process. As an example, developer shall implement end-to-end process for Steel-pipes, that contains steps like
A) Procurement from Indian/Overseas vendor
B) Shipping
C) Transportation in intermediary points
D) acceptance at APSIT store
E) Payment to Vendor using smart contracts

B3. A solution is required that enables users to securely access applications without providing their access credentials like username/password, biometric data, smart cards/dongles etc. It could be further enhanced to securely sign transactions in decentralized environments like blockchain.

B4. Botchain is a ​ blockchain​ project that accelerates as well as connects the ecosystem of artificially intelligent bots and software. The project provides universal registration, identity validation, bot audit and compliance capabilities. The Botchain provides critical systems for anyone that uses AI-powered products, as well as those that develop them. Develop a similar system more efficiently or in an unique way.

B5. Open innovation.