mubin-tirsaiwala/Demo-Nandi-Platform

This repo is only for demonstrating Nandi platform. Development codes are kept confidential. --- # Nandi Platform for Cattle Biometrics and Valuation This repo is only for demonstrating Nandi platform. Development codes are kept confidential. ### Project Description : --- This project is aimed to develop a platform for - Enabling Digital Identitiy of livestock to enable tracing and logging of everyday data. - Performing Valuation based on body condition scoring from parameters extracted using images of the animals. Currently, eartags are used for logging daily data and registering livestock in government database. Once the tag gets ruptured or thrown away, all the collected data is lost. Our platform utilizes images of animals and creates a digital identity for them using their own intrinsic features. With this project, we are developing largest available cattle database containing about **400 million** dairy animals. Currently, further field validation is going on for the biometrics part and Data collection phase is ongoing for cattle valutaion part. ### Results and Recognitions : --- * Completed Pilot phase for Government of India with data collection of more than 1000 animals from 4 states and 12 regions across India, including both cows and buffaloes. * Demonstrated Few shot learning capabilities with 92% on-field top-1 identification accuracy on cross breed cattle, indigenous cows and buffaloes. ### Components : --- Entire stack consists of an android app, an admin webapp and a backend Restful API which connects everything together. Everything is bundled into docker containers and deployed on Azure Cloud. #### Android App: --- An android app is built for users which has a `.tflite` quality check model deployed on it. This model checks for several parameters for the quality of image and only lets through the images which pass the QC. Using the app, users can register new animals as well as perform identifications on previously onboarded animals. #### Admin WebApp: --- Admin webapp is built using wordpress. Admins can monitor incoming data, veri …