5 AI startups out to change the world

Advances in deep learning and neural networks have delivered huge breakthroughs in natural language processing and computer vision, and they have the potential to solve big problems in manufacturing, retail, supply chain, agriculture, and countless other business domains. Naturally, technology startups are behind some of the most important innovations. In recent articles, we looked at startups revolutionizing natural language processing and startups leading the way in MLops. Here we'll take a look at "applied AI" startups. These are companies that are applying different techniques--whether it be processing images, text, audio, video, categorical or tabular data, or combinations of the above--to address various industry challenges, from fulfilling the promise of self-driving cars to pushing the boundaries of agricultural production.