Key Components of Artificial Intelligence Technology

Key Components of Artificial Intelligence Technology

Artificial intelligence, as the hottest technology in the current field of science and technology, has attracted the attention of many people both inside and outside the industry. However, the information we focus on daily is mostly about the investment and financing trends in the field of artificial intelligence, the dynamics of AI unicorn companies, the … Read more

Introduction to AI for Beginners

Introduction to AI for Beginners

█ What Exactly Is AI? AI is short for artificial intelligence. The term artificial can confuse many students who may think it relates to the adjective for art. However, artificial means “man-made” or “synthetic,” which is the opposite of natural. Intelligence is not easily mistaken; it means “intelligence.” The name of Intel Corporation is based … Read more

DeepSeek Janus-Pro: Breakthroughs and Innovations in Multimodal AI Models

DeepSeek Janus-Pro: Breakthroughs and Innovations in Multimodal AI Models

Click the “Blue Word” to Follow Us In recent years, significant progress has been made in the field of artificial intelligence, especially in the area of multimodal models. Multimodal models can process and understand various types of data, such as text and images, simultaneously, greatly expanding the application scenarios of AI. The latest model released … Read more

Complete Interpretation: From DeepSeek Janus to Janus-Pro!

Complete Interpretation: From DeepSeek Janus to Janus-Pro!

Datawhale Insights Author: Eternity, Datawhale Member Take Home Message: Janus is a simple, unified, and scalable multimodal understanding and generation model that decouples visual encoding from multimodal understanding and generation, alleviating potential conflicts between the two tasks. In the future, it can be expanded to incorporate more input modalities. Janus-Pro builds on this foundation, optimizing … Read more

Insights from Andrew Ng’s DeepLearning.ai Course on Convolutional Neural Networks and Computer Vision

Insights from Andrew Ng's DeepLearning.ai Course on Convolutional Neural Networks and Computer Vision

Selected from Medium Translated by Machine Heart Contributors: Lu Xue, Li Zenan Not long ago, Andrew Ng’s fourth course on Convolutional Neural Networks was released on Coursera. This article is a reflection written by Ryan Shrott, Chief Analyst at the National Bank of Canada, after completing the course, which helps everyone intuitively understand and learn … Read more

Deep Learning: Too Much Theory? Let’s Get Practical!

Deep Learning: Too Much Theory? Let's Get Practical!

Technical Column Author: lyl Compiled by: Rabbit What should the new technical column write about? This question has troubled our engineers for a long time. Regarding deep learning, there is an abundance of materials and literature available online; as long as everyone is willing to learn, there is everything from beginner to advanced. Until one … Read more

Visual Prompt Engineering: No Fine-Tuning Required

Visual Prompt Engineering: No Fine-Tuning Required

↑ ClickBlue Text Follow the Jishi platform Author丨Tech Beast Editor丨Jishi Platform Jishi Guide How to adapt a pre-trained visual model to new downstream tasks without specific task fine-tuning or any model modifications? >> Join the Jishi CV technology exchange group and stay at the forefront of computer vision Table of Contents 1 Completing Visual Prompting … Read more

A Beginner’s Guide to Computer Vision

A Beginner's Guide to Computer Vision

Persisting with originality, click the blue text above to followme! Computer Vision is an important field of artificial intelligence technology. To put it metaphorically (though not necessarily accurately), I believe computer vision is the eye of the artificial intelligence era, highlighting its significance. Computer vision is actually a grand concept, and the image below summarizes … Read more

Comprehensive Overview of Data Augmentation Techniques in Computer Vision

Comprehensive Overview of Data Augmentation Techniques in Computer Vision

Click the “CVer” above and select “Star” to pin it Heavyweight content delivered first If we were to rank several stages in the deep learning development process by importance, preparing training data would surely be among the top few. It’s important to understand that once a model network is written, it is merely a chunk … Read more

Introduction to Computer Vision: Facial Beauty Scoring

Introduction to Computer Vision: Facial Beauty Scoring

Click “Computer Vision Life” to follow and star for faster access to valuable content! This article is authorized by Yousan AI Today we present a technology for scoring facial beauty in facial recognition. What standards are used to evaluate beauty? Since it is a “value”, can we “measure” it? 01 Overview In recent years, with … Read more