Machine learning is becoming a ubiquitous technology driving advancement in many industries such as the health care industry, financial services industry, or automotive industry. Rather than by industries, machine learning applications are divided by problems they are intended to solve. We believe the most popular application of machine learning lies in the field of computer vision.
At Socialbakers, we work on a number of computer vision projects covering object detection and classification of images and videos, frequently as a subsystem of more complex systems such as recommendation engines or social media trend analysis tools. In this presentation, we would like to share our practical experience with developing machine learning solutions for production deployment.