Mobility is an integral part of everyone's life. According to statistics, there is one death in four minutes due to a road accident in India. Our app solution will enable effective design, engineering and delivery of Scrypto on Radix blockchain technology, SAP Hana and Ui5 to make roads safer, sustainable and better using predictive analytics and automation for incident reporting and reduction in hazardous transportation with capabilities pluggable and extendable to 5 different personas: Driver, Police, Citizen, Dispatcher, Admin. Scrypto on Radix blockchain technology will enable Transport DeFi (decentralized finance) required for immediate assistance at the road incident site via lending, insurance and donations module for the citizen user role.
Our solution will benefit: Police Force - 360 degrees access of the incidents to the action/ administration team. They can manage the complete lifecycle of incident reporting, overall status, traffic monitoring, managing police teams. Using machine learning they can also predict the incident occurrence at any area. This will help in taking necessary actions in advance to control the traffic. They can also use the solution for effective utilization of staff members and provide road safety counselling.
Scrypto on Radix network for renting ambulances at the road incident sites: Borrowing Radix funds by private and public sector mobility organizations and cab aggregators for community ambulances using collaterals. We allow community or civic organizations to set up an Radix account, send funds, and apply for extra ambulances or emergency vans using collaterals.
Connected vehicles for efficiency and sustainability. We are extending and adapting our platform for connected vehicles for sustainability and efficiency. We are currently working on a dataset of 15000 trips, 45+ trucks and 175+ drivers and enabling them to achieve better in fleet management.
Ministry of Road and Transportation: Endeavor to change the car accident scenario by use of car technology to make driving safer and monitored for drivers, authorities, as well as other 3rd parties. With a mix of hardware and software, we will provide intelligent feedback about drive quality and help analyze past incidents, as well as predict future incidents.
Citizens and Cab aggregators: Reduction in the number of road accidents.
Insurance Companies: Aggregated/ anonymized driving data and incident data will be helpful to car insurance companies.
OEMs and Dealerships: Vehicle diagnostics and in-car service consumption will be helpful for OEMs and Dealerships.
Smart Cities Policy Makers/ Government: Real time traffic flow, incident alert and parking data will be enable safer roads.
Advertisers: Customers/driver demographics will be available.
Fleet customers: fleet performance, compare against competition.
What it does
Our technical solution enables driver monitoring, incident management and collision avoidance: Incident-based reporting & Collision detection (even when a vehicle is parked) and video footage associated with it. Video footage for abnormal driver behavior (complete view of the car with 2 cameras – front and back and open source video streaming), real-time alert and live streaming using open source solutions.
Any abnormal behavior/activity can be displayed on the smart dashboard in the vehicle.
Built-in GPS technology useful in fleet management and tracking. Black box car tracking to be able to pre-empt and diagnose breakdowns more quickly. Recognition area built in the central control to pick up your body movements, GAIT analysis Vehicles become IoT devices which can connect to smartphones, take voice commands, change the user interface.
The decentralized Cloud-Connected Car Drives IoT Monetization. Real-time access to car availability and mobile connectivity enables better decisions making systems.
Module link: https://github.com/aspiringsecurity/scrypto-challenges/tree/main/3-lending/fleet-vehicle-lending/src/fleet-lending-incident-analytics
Scrypto on Radix: We are utilizing Scrypto on Radix for our DeFi solution as follows:
- Scrypto on Radix for renting ambulances at the road incident sites: Borrowing Radix funds by private and public sector mobility organizations and cab aggregators for community ambulances using collaterals. We allow community or civic organizations to set up a Radix account, send funds, and apply for extra ambulances or emergency vans using collaterals.
We also have have utilized and extended our platform solution with three additional modules:
a. Emergency Loans: We are extending an existing example of flash loans developed for scrypto on Radix where a citizen can request for an emergency loan without collateral at the incident site. This can utilized for immediate treatment or medical help in case of unavailability of funds.
b. Vehicle Insurance: We are also using scrypto on Radix for Vehicle insurance management using the community example on insurance.
c. Donations: We are customizing the donations module specific to medical use-case or financial help use-case in case of a road side incident or accident.
Reference link to the Solution Modules using scrypto on Radix: https://github.com/aspiringsecurity/scrypto-challenges/tree/main/3-lending/fleet-vehicle-lending/src/Solution-Modules
We are further utilizing a data analytics OSS tool powered by SocialCalc for managing information and payments to emergency service providers, maintenance and repair servicemen and also insurance and cab aggregator providers for availing their services. Please visit: https://github.com/aspiringsecurity/scrypto-challenges/tree/main/3-lending/fleet-vehicle-lending/src/Solution-Modules/analytics-socialcalc-dao
We are also developing a DeFi platform using Scrypto on Radix's NFT marketplace for enabling sharing of government assets like toll prepaid card, car details information for interstate travel, driving license management and quarterly pollution check and analytics/visualization powered by SocialCalc for better coordination and immediate action.
We wish to enable tabulation, data organization and management, in an easy-to-use analysis tool that summarizes core data and features of a Token or NFT such as chains used, origin, issuer, energy consumption, and minting method. We also wish to enable private payments for vehicle repair. We will utilzing DAOtooling modules using Scrypto on Radix along with SocialCalc spreadsheet module.
How we built it
Monitoring and Incident Detection workflow:
Camera Management: Add/edit/delete cameras with a front end application
Object Detection using open source solutions and Pytorch/Tensorflow deep learning library using CNN neural networks.
Video analytics configuration
Live streaming with Object Detection Video Analytics
Alarm Viewer: Add alarms with a single touch. Open the Alarm Settings menu from the home page. Add an alarm, set the wallpaper or choose an alarm tone. You can also delete an existing alarm.
Wish to share that Transport Monitor project is focused towards strategic fleet management issues and how we can improve connected vehicles for sustainability.
Early stage detection of fleet incidents: We are using NLP API for solving multiple challenges in investigative case management for the admin role: sentiment analysis of a particular incident at the road for the admin role, social media text mining for an incident and classification of the incidents, early stage incident reponse and prevention.
Challenges we ran into
The insurance providers have to manually upload the incident and vehicle data to create the insurance based NFT. It is not a problem for a small set of vehicles where we can use csv to json conversion using open source libraries like phpexcel in ethercalc but problematic for larger number of vehicles. At this juncture, the insurance providers have to manually connect their wallet and create the insurance claim NFT.
Understanding scrypto on Radix and how it can be used for a consortium involving government, citizen, police, dispatcher and admin.
Accomplishments that we're proud of
DeFi using scrypto on Radix enables everyone to get access to financial assistance in case of road incidents, which leads to better transportation eco-system. It is a big enabler for the government and its citizens towards building safer and better transportation systems.
A greater and more seamless flow of information within a transportation infrastructure, created by electronic incident record management service (E.I.R.M.S), encompasses and leverages digital progress and can transform the way road safety can be delivered and efforts sustained.
E.I.R.M.S helps in improved coordination E.I.R.M.S helps in making road safety ecosystem proactive and authentic. E.I.R.M.S with the help of computer aided detection will help in early prediction and prevention of incidents.
What we learned
We can utilize SocialCalc, Machine Learning Models coupled with decentralized scrypto on Radix blockchain services for lending and DeFi. We also witnessed the great eco-system available to developers to learn and contribute in the Radix eco-system.
What's next for Transport DeFi
We still need focus on key performance indicators like throughput and measure the performance of our modules before moving to production.
We need to improve the EV Charging Monitoring software to include dashboards for fleet managers, dashboards for improving efficiency and sustainability of connected vehicles and thereby improving transportation and road eco-system.
We need to deploy scrypto on Radix network for renting ambulances at the road incident sites in production: Borrowing Radix funds by private and public sector mobility organizations and cab aggregators for community ambulances using collaterals. We allow community or civic organizations to set up an Radix account, send funds, and apply for extra ambulances or emergency vans using collaterals.
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