We are introducing a second task type for our subnet miners: Surface Level Indicators Detection.
Currently, miners only perform the “Roadwork / Construction Site Presence” task. This new task will challenge miners to detect traffic signs in provided images.
To kick this off, we need to:
- Investigate the current landscape of open-source traffic sign detection models (accuracy, speed, dataset compatibility).
- Produce a baseline model implementation to serve as the first version miners will receive.
- Validate whether the chosen approach aligns with the Bittensor subnet’s specifications and limitations (task format, challenge/response payloads, scoring).
The outcome of this ticket will be:
- A report summarizing model options, benchmark results, and recommended approach.
- A working prototype model integrated with the subnet task pipeline.
- Clear technical notes for adapting task definitions, miner evaluation, and scoring to support this new task type.
We are introducing a second task type for our subnet miners: Surface Level Indicators Detection.
Currently, miners only perform the “Roadwork / Construction Site Presence” task. This new task will challenge miners to detect traffic signs in provided images.
To kick this off, we need to:
The outcome of this ticket will be: