Overview of Fisheye Camera Models in Computer Vision

Overview of Fisheye Camera Models in Computer Vision

Source | Heart of Autonomous Driving Editor | Deep Blue Academy Paper Link: https://arxiv.org/pdf/2205.13281.pdf Paper Title: Surround-view Fisheye Camera Perception for Automated Driving: Overview, Survey & Challenges Key Focus Areas of the Paper The surround-view fisheye camera is commonly used for close-range perception in autonomous driving, with four fisheye cameras around the vehicle covering a … Read more

Overview Of Computer Vision Problems In Complex Environments

Overview Of Computer Vision Problems In Complex Environments

Source | Heart of Autonomous Driving Editor | Deep Blue Academy How Does Computer Vision Effectively Perceive In Complex Environments? In recent years, the application of computer vision in Intelligent Transportation Systems (ITS) and Autonomous Driving (AD) has gradually shifted towards deep neural network architectures. Although performance on benchmark datasets seems to have improved, many … Read more

Overview of 50+ Multimodal Image Fusion Methods

Overview of 50+ Multimodal Image Fusion Methods

MLNLP(Machine Learning Algorithms and Natural Language Processing) community is a well-known natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The Vision of the Communityis to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home … Read more

In-Depth Discussion on Pangu Model 5.0 and Huawei AI Ecosystem

In-Depth Discussion on Pangu Model 5.0 and Huawei AI Ecosystem

Huawei released the latest Pangu Model 5.0 during the HDC2024 keynote speech. What are the differences in the new version of the model? The highlights of this year’s Huawei Developer Conference (HDC) are definitely not just the HarmonyOS Next operating system. Yu Chengdong (Executive Director of Huawei, Chairman of the Terminal BG, and Chairman of … Read more

In-Car Intelligent Voice Systems

In-Car Intelligent Voice Systems

“Hi, XXX, help me turn on the music,” “Hi, XXX, help me turn on cruise control”… Now, various intelligent voice interaction systems have been widely applied in people’s production and daily life, and cars, as an important means of transportation for people, are naturally no exception. Through voice assistants or integrated voice recognition systems, drivers … Read more

A Comprehensive Overview of AI History and Trends

A Comprehensive Overview of AI History and Trends

History of AI: The Evolution of AI Waves It is widely believed that AI has experienced two waves and is now undergoing a third wave. Below, we will review the history of AI and understand what AI really is. ( Image Source: Internet) What Exactly is AI—General AI vs. Narrow AI No technology currently exists … Read more

Runway: The Next Major Leap in Artificial Intelligence is General World Models

Runway: The Next Major Leap in Artificial Intelligence is General World Models

ARTIFICIAL INTELLIGENCE TECHNOLOGY Leading Towards the Future We believe that the next major leap in artificial intelligence will come from systems capable of understanding the visual world and its changes. Therefore, we are launching a new long-term research initiative around General World Models. Runway (This article is translated and integrated by GigaAI; for reprints, please … Read more

Tesla Executive Reveals Autonomous Driving Technology: 48 Neural Networks in Action, Detecting Up to 1000 Objects

Tesla Executive Reveals Autonomous Driving Technology: 48 Neural Networks in Action, Detecting Up to 1000 Objects

How Does Tesla Achieve City Autonomous Driving with Cameras? Written by | James Recently, Tesla updated its autonomous driving software to version 2020.12, which includes the automatic recognition of traffic lights and stop signs. If Tesla is equipped with the FSD full self-driving capability package, it can experience the autonomous driving feature of stopping at … Read more

Bosch’s Achievement in Mass Production of Advanced Autonomous Driving

Bosch's Achievement in Mass Production of Advanced Autonomous Driving

In the competitive second half of the automotive industry, Bosch has already secured its ticket. Author | Juice Editor | Zhihua The automotive industry has undergone rapid changes in the past decade, with consumers increasingly accepting smart driving as one of the crucial skills valued by automakers. However, for most automakers, mechanical manufacturing is their … Read more

Letter to 2029: Breakthroughs in Computer Vision AI

Letter to 2029: Breakthroughs in Computer Vision AI

In the countless applications of visual AI, we believe that the breakthrough points for future technology may come from three areas: information integration and extraction, healthcare, and autonomous driving. Written by: Jia Jiaya, Distinguished Scientist at Tencent, Head of Tencent Youtu Lab Dr. Dai Yurong, Director of Tencent Youtu Lab, Dr. Zheng Yafeng Image source: … Read more