What is the difference between machine learning (ML) and robotic process automation (RPA) technology?

What is the difference between machine learning (ML) and robotic process automation (RPA) technology?

As newer technologies evolve, differentiating one from another becomes challenging. The difficulty increases when it appears that the technologies perform similar functions. Even the technical language can add to the confusion. However, organizations need at least a high-level understanding of a technical…

Metrics to Use to Evaluate Deep Learning Object Detectors

Metrics to Use to Evaluate Deep Learning Object Detectors

By Venkatesh Wadawadagi, Sahaj Software Solutions Different approaches have been employed to solve the growing need for accurate object detection models. More recently, with the popularization of the convolutional neural networks (CNN) and GPU-accelerated deep-learning frameworks, object- detection algorithms started being developed from…

The key differences between rule-based AI and machine learning

The key differences between rule-based AI and machine learning

Companies across industries are exploring and implementing artificial intelligence (AI) projects, from big data to robotics, to automate business processes, improve customer experience, and innovate product development. According to McKinsey, “embracing AI promises considerable benefits for businesses and economies through its contributions to productivity and…