International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 986 Zero Hunger Initiative Anas Dange 1 , Kushal Survase 2 , Krushil Sheladiya 3 , Rishikesh Prajapati 4 1 Assistant Professor, Dept. of Computer Engineering, Universal College of Engineering, Maharashtra, India 2,3,4 Undergraduate Student, Dept. of Computer Engineering, Universal College of Engineering, Maharashtra, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - A deeply disturbing fact about the world is that 690 million people are suffering from hunger everyday. The reason for their hunger is the lack of food they receive. On the other side we are wasting a lot of food in marriages, parties, hotels, public gatherings etc. A proper co-ordination can avoid waste of food and that food which is going to be wasted is delivered in place of scarcity of food. Food wastage is increasing and creating a negative effect on the economic growth factors. The food waste creates a impact on the agricultural processing industries. Restaurants are the major contributors towards food waste. This research has been proposed to predict how many future visitors will go to a restaurant using big data and supervised learning. The big data involved is restaurant historical reservations and restaurant information. We evaluate our approach using large-scale real world dataset from two restaurant booking websites. As food recycling is always remaining as a complex task, In this project, we are focusing mainly on the food wastage in the office premises, wedding, events, restaurants, etc. This web application is used to manage wastage foods in a useful way. In general, we are automating the process of the food wastage. Key Words: Admin, Donor, Predict, Big Data, Donation, NGO, Automating. 1. INTRODUCTION Zero Hunger Initiative, is a platform wherein the Restaurants , canteens , caters, temples , etc which are left out with food , put an update on platform about the availability of the food and fill the details on the site for donation. There has to be a reduction in the no. of people affected by hunger today and it is possible by using various domains of technology. Tracking poor and hungry people in areas of high density becomes more important in order to provide them with the required food resource. Identification of food rich places or places where food is available in bulk help in gathering food for needy. This food then shall be delivered in areas of poverty by various food donating organizations and NGO’s. This web application provides interface between food donor and the person who needs food. The food donor enter their food quantity details and addresses. The donor can create a account and whenever he is available with food, he can login and give request to the admin (NGO). The admin will collect the food from donor through their nearby agent then provide to nearest orphanages or poor people. After receiving the food, there is a alert message given to that donor. This project is food distribution and is an enormously successful social innovation that tackles wastage of food and poverty. The donor details are maintained confidential because it maintains a separate account for each donor. The restaurant owners need to accurately predict the number of future visitors. In this project, we propose an approach to predict how many future visitors will go to a restaurant using big data and supervised learning. The data involved for the purpose of prediction is restaurant information, historical visits and historical reservations. The dataset used to evaluate our approach are large-scale real world datasets from two restaurant booking websites. 2. LITERATURE SURVEY The particular proposed system is Food For All is a mobile application developed with a need to make food available for the people in need with help of NGO and to avoid the wastage of food where food is wasted in bulk . In present scenario food is wasted daily on large basis in marriages, hotels, college canteens, events and many other social functions. Nowadays people mostly donate food manually by visiting various NGO, Donation centers around them. This is an application where the communication takes place over internet between food donors and volunteers from NGO to discuss the food availability and other necessary details.[1] Suraya Masrom proposed the Food for You (F4U) mobile charity application has been developed with the intention to reduce the burden of impecunious peoples, who require food for living. The food waste problem can be solved simultaneously with the use of application. There are some few mobile charity applications, but none of them provides connections between the needful, donors and food suppliers to resolve the food waste problem. The paper is available with a features comparison study among many charity mobile applications, defining the restriction of the application.[2] The proposed system is Food wastage is one of the major issues that need to draw the attention of society .there is a need proper planning to address this issue. Proper steps can manage its consequences. Waste food can be donated based upon its quality. The quality of the food matters a lot and hence, if the food is safe enough and of good quality then it can be accepted for donation to the NGO and the NGO will further donate it to hunger spots. If the food is of bad quality and not safe to consume then it will be given for the purpose of making compost. This particular android application will cover the gap between these stakeholders. [3]