Exploring Applications of Large Models in Space Missions

Exploring Applications of Large Models in Space Missions

With the continuous advancement of technology, the application of artificial intelligence (AI) is becoming increasingly widespread in various fields, and the field of space exploration has also welcomed its revolutionary application—generative artificial intelligence (GenAI). We have gathered some practical applications of generative AI/large models in the space sector from abroad to see what directions the … Read more

Advancing Automatic Speech Recognition with Edge Computing

As the world becomes increasingly digital, conversational AI has become a common way to achieve interaction between humans and computers. Nemo is designed for developers curious about “conversational AI”; it is an open-source toolkit based on PyTorch that allows developers to quickly build models for real-time Automatic Speech Recognition (ASR), Natural Language Processing (NLP), and … Read more

Training BERT and ResNet on Smartphones: 35% Energy Reduction

Training BERT and ResNet on Smartphones: 35% Energy Reduction

Researchers state that they see edge training as an optimization problem, thereby discovering the optimal scheduling to achieve minimal energy consumption under a given memory budget. Currently, deep learning models are widely deployed on edge devices such as smartphones and embedded platforms for inference. Training, however, is still primarily conducted on large cloud servers equipped … Read more

Training BERT and ResNet on Smartphones: 35% Energy Reduction

Training BERT and ResNet on Smartphones: 35% Energy Reduction

This article is sourced from Machine Heart. Researchers indicate that they viewedge training as an optimization problem, thus discovering the optimal scheduling to achieve minimal energy consumption under a given memory budget. Currently, deep learning models are widely deployed for inference on edge devices such as smartphones and embedded platforms. However, training predominantly occurs on … 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

Five Major Developments and Application Trends in Computer Vision Technology

Five Major Developments and Application Trends in Computer Vision Technology

Computer vision technology encompasses many algorithms that can understand images (including pictures and videos). They are the foundation of many innovative key technologies—from autonomous vehicles to intelligent industrial machinery, even software on mobile phones—and are the basis for the machines we are striving to build that can understand and learn from the surrounding world like … Read more

The Essential Role of Large and Multimodal Models in AI Development

The Essential Role of Large and Multimodal Models in AI Development

Introduction The artificial intelligence industry is like a giant ship sailing through the waves, heading towards a new blue ocean of the intelligent era at an unprecedented speed. Its development trends and prospects are vibrant and hopeful, not only triggering revolutionary changes in the technology sector but also deeply penetrating various industries, empowering industrial upgrades … Read more

How to Build Future-Oriented AI Agents Using Edge Large Models?

How to Build Future-Oriented AI Agents Using Edge Large Models?

Click the blue words to follow us In recent years, general artificial intelligence technology has rapidly developed and has become an important driving force for the digital upgrade and intelligent enhancement of the automotive industry. Many companies have successively established cloud-based large models to support the iterative updates and application expansion of vehicle-side functions. However, … Read more

How Mianbi Intelligent Surpasses Large Models with MiniCPM

How Mianbi Intelligent Surpasses Large Models with MiniCPM

Cost is the invisible competitive advantage of large models. Author|Liu Yangnan Editor|Zhao Jian Today, the Tsinghua University-affiliated large model company “Mianbi Intelligent” released its first flagship large model “Mianbi MiniCPM”, which has been aptly named “Little Cannon”. According to Mianbi Intelligent’s co-founder and CEO Li Dahai, the parameter scale of Mianbi MiniCPM is 2B, using … Read more

EdgeBERT: Limit Compression, 13 Times Lighter Than ALBERT!

EdgeBERT: Limit Compression, 13 Times Lighter Than ALBERT!

Machine Heart Reprint Source: Xixiaoyao’s Cute Selling House Author: Sheryc_Wang Su There are two types of highly challenging engineering projects in this world: the first is to maximize something very ordinary, like expanding a language model to write poetry, prose, and code like GPT-3; while the other is exactly the opposite, to minimize something very … Read more