The process of training a deep learning model requires managing many different steps and components. From data preparation to model evaluation, each step is crucial to ensure the model’s success. This checklist is designed to guide you through every essential stage, helping you avoid common pitfalls and build a model that performs well in real-world […]
Deep Learning vs Machine Learning: The Ultimate AI Subfields Showdown
Introduction One field that has seen a boom in recent times is Artificial Intelligence. By leveraging Artificial Intelligence tech, machines can accomplish a ton of tasks, ranging from applying snap filters to your pictures to self-driving cars. Two other terms that are used interchangeably and frequently with Artificial Intelligence are Machine Learning and Deep Learning. […]
Beyond Basics: 8 Must Know Deep Learning Tools for Vision Projects
Introduction Deep learning tools are extensively used in vision applications across most industries, ranging from facial recognition on mobile devices to Tesla’s self-driving cars. However, using the right tools is paramount when working on these applications, as it requires in-depth knowledge and specialization. After reading this article, you’ll understand what deep learning tools are, why […]
Multiple Object Tracking in Realtime
In this Deep Learning era, we have been able to solve many Computer Vision problems with astonishing speed and accuracy. Yet, multiple object tracking remains a challenging task. Only a few of the current methods provide a stable tracking at reasonable speed. In this post, we’ll discuss how to track many objects on a video […]
OpenVINO model optimization
Are you looking for a fast way to run neural network inferences on Intel platforms? Then OpenVINO toolkit is exactly what you need. It provides a large number of optimizations that allow blazingly fast inference on CPUs, VPUs, integrated graphics, and FPGAs. In the previous post, we’ve learned how to prepare and run DNN models […]
How to Speed Up Deep Learning Inference Using OpenVINO Toolkit
Nowadays, many ground-breaking solutions based on neural network are developed daily and more people are adopting this technique for solving problems such as voice recognitions in their life. Because of the recent advancement in computing and the growing trend of using neural networks in a production environment, there is a significant focus of having such […]
