Computer Vision

CreatiLayout: A New Paradigm for Layout-to-Image Generation

by
CreatiLayout: A New Paradigm for Layout-to-Image Generation

Introduction This paper shares the research titled CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation, proposed by Fudan University & ByteDance. It introduces a new paradigm for layout-to-image generation that supports controllable image generation under the MM-DiT framework based on layouts! Pytorch training camp, mastering code implementation in two weeks Comprehensive tutorials on various … Read more

A Brief Introduction to AI Agents

by
A Brief Introduction to AI Agents

1.Definition An AI Agent is a software or hardware entity capable of perceiving its environment through sensors and affecting it through actuators. It possesses autonomy, reactivity, proactiveness, and learning ability. 2. Core Features Autonomy: Able to operate and make decisions without human intervention. Reactivity: Capable of perceiving environmental changes and responding in real-time. Proactiveness: Not … Read more

Understanding How to Build Multi-Task Visual Models

by
Understanding How to Build Multi-Task Visual Models

In the past two years, multi-task learning has been gradually replacing traditional single-task learning and becoming a mainstream research direction in the field of artificial intelligence. The reason is that multi-task learning allows us to gain as much AI capability as possible with minimal human input. For example, ChatGPT is a natural language generation model … Read more

Exploring Various Use Cases of Milvus

by
Exploring Various Use Cases of Milvus

Milvus is an open-source vector similarity search engine that supports the use of various AI models to vectorize unstructured data and provides search services for vector data. Milvus integrates widely used vector indexing libraries such as Faiss and Annoy, allowing developers to choose different indexing types for different scenarios. Using Milvus, one can develop a … Read more