Computer Vision and Speech Processing Unpacked
Computer Vision and Speech Processing Unpacked What they are and why they matter Computer vision helps machines read images and video. Speech processing makes audio useful, turning sound into text or commands. Both fields use big data, neural networks, and careful evaluation. They power phones, cameras, and accessibility tools. How they work Sensors collect streams of pictures and sound. Models learn patterns from large data sets. Common tools include CNNs for images and transformers for audio and video. A common trick is to turn audio into spectrograms and treat them like images. Training mixes labeled data with self-supervised methods to use unlabeled material. ...