Follow Our Official Account to Discover the Beauty of CV Technology The latest work from the Peking University team demonstrates that diffusion models can also achieve drag-and-drop image editing! With just a click, you can make a snow mountain grow taller: Or make the sun rise: This is DragonDiffusion, brought to you by Professor Zhang … Read more
About 5200 words, recommended reading time 10 minutes. This article summarizes commonly used deep learning models, providing an in-depth introduction to their principles and applications. With the rise of models like Sora, diffusion, and GPT, deep generative models have once again become the focus of attention. Deep generative models are a class of powerful machine … Read more
AI painting is one of the branches of AIGC, amidst the hype and controversy, in 2022 it was even dubbed the “AIGC Year.” As AI painting exploded, one of its core technologies, Diffusion Model, has also gained immense popularity in the field of image generation, even showing signs of starting to surpass GAN. From the … Read more
In the context of globalization and information technology, the protection, inheritance, and innovative transformation of traditional culture face unprecedented challenges and opportunities. The reports of the 19th and 20th National Congress of the Communist Party of China successively proposed policies to promote the “creative transformation and innovative development of excellent traditional Chinese culture” and to … Read more
Follow our public account to discover the beauty of CV technology With the development of AIGC technology, the detection of fake images generated by AI has become a new research hotspot. However, the experimental conditions and test datasets of existing detection methods are not completely consistent, making it impossible to directly compare detection performance. Therefore, … Read more
Transformers have brought tremendous advancements to various natural language tasks and have recently begun to penetrate the field of computer vision, starting to show potential in tasks previously dominated by CNNs. A recent study from the University of California, San Diego, and Google Research proposed using visual Transformers to train GANs. To effectively apply this … Read more
The capabilities of intelligent agents can be classified based on their level of intelligence and the complexity of their functions. Different levels of intelligent agents exhibit significant differences in handling task complexity, learning ability, decision-making ability, and adaptability. These classifications help researchers and engineers understand and design intelligent systems, and choose appropriate technologies and methods … Read more
Generative AI is a type of artificial intelligence technology that utilizes machine learning models and deep learning techniques to generate new content by studying patterns in historical data. This content can be text, images, audio, or video. Unlike traditional systems that generate output based on given rules or data, generative AI autonomously creates entirely new … Read more
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
Machine Heart reports Author: Danjiang Coursera has just launched a special course on GAN, which you might consider taking during this National Day holiday. Generative Adversarial Network (GAN) is one of the most powerful machine learning models today, capable of generating realistic images, videos, and audio outputs. Applications based on GAN are extensive, such as … Read more