OPINION
AI GETS IN YOUR FACE
Marcus Edel is a senior software engineer at Collabora
"Over the past few years, different video codecs have been developed to meet the needs of various applications. The quality of the reconstructed video using these codecs is excellent at medium-to-low bitrates, but it degrades when operating at very low bitrates. While these codecs leverage expert knowledge of human perception and carefully engineered signal processing pipelines, there has been a massive interest in replacing these handcrafted methods with machine-learning approaches that learn to encode video data.