Disrupting video processing through blockchain and AI advancements

Miners

Miners enhance video quality using AI-driven upscaling techniques. They can:

• Optimise open-source models or develop new ones
• Handle video upscaling requests from validators and end-users.

Validators

Validators ensure miners deliver consistent, high-quality results by evaluating performance through synthetic and organic queries

Synapses

We have two synapses which are the Synthetic Query and the Organic Query

• Synthetic Query: Downscale a high-resolution video to low-resolution.
• Organic Query: Videos are chunked and queued for miners.

Incentive mechanism

The validation mechanism in the Bittensor subnet is designed to ensure the quality and reliability of miners' contribution. We have:

• VMAF (Video Multi-Method Assessment Fusion)
• PIE-APP (Perceptual Image-Error Assessment through Pairwise Preference)