Advances in deep learning have revolutionised the field of computer vision and unlocked applications that were unthinkable just one decade ago. From quality assurance in industry to medical imaging in hospitals, the automatic detection, understanding, and measurement of image and video content has broad applications. And it's positively impacting many industries already.
Today's main computer vision challenges lie in developing fair and robust models that work reliably on diverse forms of data. That's why at Zühlke, we emphasise custom labelling and build interpretable and transparent models that are properly validated using high-quality data.
Here are some core computer vision applications: