Home AI

AI

Artificial intelligence (AI, also machine intelligence, MI) is intelligence demonstrated by machines, in contrast to the natural intelligence (NI) displayed by humans and other animals. In computer science AI research is defined as the study of “intelligent agents”: any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Colloquially, the term “artificial intelligence” is applied when a machine mimics “cognitive” functions that humans associate with other human minds, such as “learning” and “problem solving”.

TGM: PyTorch Geometry

Documentation The PyTorch Geometry package is a geometric computer vision library for PyTorch. It consists of a set of routines and differentiable modules to solve generic...
video

Classic games

Implementing color and shape-based object detection and tracking with OpenCV and...

Object detection and tracking is an active research topic in the field of computer vision that makes efforts to detect, recognize, and track objects through a series of frames. It has been found that object detection and tracking in the video sequence is a challenging task and a very time-consuming process. Object detection is the first step [...]
video

Planning and models

Introducing AWS DeepRacer, a self-driving race car, and Amazon’s autonomous racing...

Yesterday, at the AWS re:Invent conference, Andy Jassy, CEO at Amazon Web Services introduced AWS DeepRacer and announced a global autonomous AWS DeepRacer racing league. Amazon DeepRacer AWS DeepRacer is a 1/18th scale radio-controlled, self-driving four-wheel race car which has been designed to help developers learn about reinforcement learning. This car features a 4-megapixel camera [...]

Facebook launches Horizon, its first open source reinforcement learning platform for...

Facebook launched Horizon, its first open source reinforcement learning platform for large-scale products and services, yesterday. The workflows and algorithms in Horizon have been built on open source frameworks such as PyTorch 1.0, Caffe2, and Spark. This is what makes Horizon accessible to anyone who uses RL at scale. “We developed this platform to bridge [...]

BabyAI: A research platform for grounded language learning with human in...

Last week, researchers from the University of Montreal, University of Oregon, and IIT Bombay published a paper, titled, ‘BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop’ that introduces, BabyAI platform. This platform provides a heuristic expert agent for the purpose of simulating a human teacher and also supports humans in [...]

Neural Style Transfer: Creating artificial art with deep learning and transfer...

Paintings require a special skill only a few have mastered. Paintings present a complex interplay of content and style. Photographs, on the other hand, are a combination of perspectives and light. When the two are combined, the results are spectacular and surprising. This process is called artistic style transfer. In this tutorial, we will be focusing on leveraging [...]