User Participation and Household Dirt Image Collection

In this part, users contribute household dirt & stain image data by capturing images of household floors, surfaces, and environmental conditions through the Robotin App. This simple and intuitive process allows participants of all backgrounds to join the network without specialized equipment.

Each qualified upload earns contribution tokens, creating a clear incentive for consistent participation. The more data a user contributes, the more rewards they receive, fostering active engagement across the community.

The collected images provide essential insights into surface types, cleanliness levels, and scene variations. While these datasets are anonymized and securely stored, they serve as the foundation for AI models that understand household environments, supporting applications such as visual reasoning, surface classification, and cleaning optimization.