Name of Project: Extend 100k promo dataset with license plates and faces
Proposal in one sentence
Extend the round 8 promotional 100k traffic dataset with annotations for licence plates and faces to enable the creation and evaluation of automated anonymization algorithms.
Description of the project and what problem is it solving:
In Ocean DAO Round 8 we commited to create a professional traffic image dataset with at least 100.000 images in ~300 categories and an estimated million objects. The dataset will soon be published on the Ocean Market with an initial data token price of 1 Ocean. The idea is to create promotional datasets that help to establish Ocean Market as a prime source of high quality data.
We propose to extend this promotional dataset next the promised 300 classes with annotations for faces and license plates. By adding these 2 classes we add significant extra value to the dataset which then can be used to train and evaluate automated anonymization algorithms which is an important requirement to assure compliance with privacy regulation such as GDPR.
Data Consume Volume
What is the final product?
The final product is an extension of the promotional image dataset proposed in DAO round 8 with 2 additional classes “license plates” and “faces”.
- Extend the promotional 100k dataset with face annotations
- Extend the promotional 100k dataset with license plate annotations
- Provide additional 10000 annotated images
R8 and R10 Deliverables
The attempt to to publish the R8 dataset on Ocean Market was unsuccessful. Due to lack of resources within Ocean Core the issue is unfortunately not going to be fixed prior to the Ocean V4 release. Therefore we put the publishing on hold until Ocean V4 release.
We will provide the annotated images in addition to our R10 grant.
We see this effort as a starting point to add other promotional datasets. Our goal is to establish Ocean as a prime source for high quality data. The attractive entry price should encourage many first time users to get familiar with wallets, Ocean tokens and the Ocean Market itself.
Due to the funding restrictions for the unleash data category in R11 we have to limit the number of annotations we can add to the dataset to 5000. By enabling new use cases to train and test automated anonymization algorithms this will notably increase the value of the data.
Proposal Wallet Address:
Previous OceanDAO Grant?