Today we present the Mapillary Vistas Dataset—the world’s largest and most diverse publicly available, pixel-accurately and instance-specifically annotated street-level imagery dataset for empowering autonomous mobility and transport at the global scale. (more…)

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of... (more…)

This is an excellent overview at Stat on the current problems with machine learning in healthcare. It's a very hot topic indeed, and has been for some time. There has especially been a flood of manuscripts during the pandemic, applying ML/AI techniques to... (more…)

New research out of the University of Chicago illustrates the conflict that has arisen in the past ten years between the SEO benefits of long-form content, and the difficulty that machine learning systems have in gleaning essential data from it. In develo... (more…)

How the hyperparameters of our machine learning models are tuned at Canva... (more…)