The images can be obtained from any publicly available source, including user-generated content platforms
The data is further curated by humans in the loop so as to ensure maximum relevance and variety
For more specific use cases, we are able to arrange direct acquisition of images by humans in the loop. This can cover a wide range of sources, such as:
Frequently, open source datasets may lack in representation of certain locations, users, or objects, which leads to inherent biases. Through our localization services, we can make sure your model is bias-free wherever it's implemented.
If you already have a dataset but it's too narrow, we can help by expanding it with samples acquired from around the world
Through our proprietary mobile app, we can easily coordinate the collection of imagery from real users with strict quality control