Introduction to Three Major Conferences in Computer Vision

Introduction to Three Major Conferences in Computer Vision

Recently, a paper titled “Planning-oriented Autonomous Driving” authored by the Shanghai Artificial Intelligence Laboratory, Wuhan University, and SenseTime, stood out from a total of 9155 submissions to win the Best Paper Award at CVPR 2023. This is the first best paper from a Chinese research team at the three major international conferences in computer vision … Read more

Summary of NLP and CV Fusion in Multimodal Systems

Summary of NLP and CV Fusion in Multimodal Systems

Follow the WeChat public account “ML_NLP“ Set it as “Starred“, delivering heavy content at the first time! Reprinted from | NLP from Beginner to Abandon Written by | Sanhe Factory Girl Edited by | zenRRan The first exposure to multimodal was a Douyin recommendation project, which involved some videos, titles, user likes, collections, etc., to … Read more

InsetGAN: Stunning Full-Body Image Generation at 1024×1024 Resolution (CVPR 2022)

InsetGAN: Stunning Full-Body Image Generation at 1024x1024 Resolution (CVPR 2022)

Follow our WeChat public account to discover the beauty of CV technology Introduction This paper is one of the latest articles on GANs from CVPR 2022. It is known that while GANs can generate realistic images under ideal conditions in certain fields, generating full-body human images remains challenging due to the diversity of hairstyles, clothing, … Read more

Understanding Transformers and Federated Learning

Understanding Transformers and Federated Learning

The Transformer, as an attention-based encoder-decoder architecture, has not only revolutionized the field of Natural Language Processing (NLP) but has also made groundbreaking contributions in the field of Computer Vision (CV). Compared to Convolutional Neural Networks (CNNs), Vision Transformers (ViT) rely on excellent modeling capabilities, achieving outstanding performance on multiple benchmarks such as ImageNet, COCO, … Read more

Explosive! Deepseek-Janus-Pro Can Recognize Image Addresses and Tell Stories

Explosive! Deepseek-Janus-Pro Can Recognize Image Addresses and Tell Stories

This public account mainly focuses on cutting-edge AI technologies such as NLP, CV, LLM, RAG, and Agents, sharing practical industry cases and courses for free, helping you fully embrace AIGC. 1. Janus-Pro Can Perform 5 Tasks 1.1 Image Description 1.2 Location Recognition 1.3 Background Inference 1.4 OCR Text Recognition 1.5 Text-Image Generation 2. Principles of … Read more

CVPR 2023: New Network Cloning Technology Proposed by LV Lab

CVPR 2023: New Network Cloning Technology Proposed by LV Lab

Machine Heart Report Editor: Wang Qiang What happens when neural networks reach 100%? What is the ultimate form of neural networks? What is a network superbody? The answers to these questions may be found in the movie “Lucy”. In the movie, as the protagonist Lucy gradually develops her brain power, she gains the following abilities: … Read more