Autobots - Autonomous car Data Collection
Build & Integrate
An autonomous vehicle development program has many components, each with unique data management requirements. The volume and diversity of data create unique challenges in all areas.
- Data collection from test vehicles with full sensor suites
- Training DNNs using labelled data derived from test vehicles
- Simulation to test the performance of DNNs and to create additional training data
Architect the data set management dashboard for cars and other automobiles.
Build Verifiable car data registries - smart contract-based registries of autonomous car data objects like Car fuel emissions, received traffic incident calls, annual average daily traffic volume counts, road traffic accidents, fleet vehicle consumption, historical pothole data, road accident record, car share location, car share location, carpooling slug routes, traffic analysis zone by population etc.
As privately owned vehicles become increasingly connected to each other and to external infrastructures via a growing number of sensors, a massive amount of data is being generated. Gathering this data has become normal; leveraging insights from data in ways that can monetize it, however, is still in its nascent stages. The overall revenue pool from car data monetisation at a global scale might add up to USD $450-$750 billion by 2030.
However, if you anticipate 2PB of data per test car per year, that translates to roughly 1 billion images, of which 3 million or more may need to be labelled. This labelling is still largely accomplished by humans. With our proposed plugins, we will be able to aggregate the data, autonomously filter the data sets and publish certain data on the Ocean market.
Autobots is a data management plugin that will extract travel data from autonomous vehicles, mobile devices and other GPS enabled devices. With this protocol, a user is able to seamlessly connect and have their respective device/vehicle data collated into a singular unit and then arc
The core measure of value for the project will be the usage of Ocean. Considering the huge market size for the project as highlighted in the project description, the success of the project will mean onboarding or recording more car data sets, data sets which will be stored and monetised on Ocean Protocol with data tokens being used as the governance/utility tokens to facilitate supply and demand of the listed data sets. This will bring a new breed of users to the platform, increase the network revenue and most importantly onboard active users.
Role: Project Director
An IT developer/ project manager/ executive with over 4 years of experience in financial services, including experience with trading stock with the New York Stock Exchange. Strong problem-solving history leading to significant result-based solutions. Known for collaborating with multiple teams to learn, test and implement hardware, software and configuration improvements.
Minimum Funding Requested