ai companies

This article primarily focusses on Computer Vision and Diffusion models. Real World Applications Video/Image Restoration Take an old video or photo that is low quality or blurred and improve it using DL. Image Editing and Synthesis using text commands: “Make my smile wider” - Text suggested edits “segment image of guy wearing blue shirt and brown pants from an image” Text to speech Synthesis Here is a good summary of TTS algorithms from aiSummer School Speech to text OpenAI’s whisper Audio Generation Riffusion Code synthesis Generating Fakes (Photo’s, Videos, Personas) This is bread and butter for Generative algorithms ML Applications Text guided image generation also referred as Classifier Guidance In-Painting: This refers to the process of filling in missing or corrupted parts of an image or video with plausible content....