Integrating Visual Perception and Language Reasoning: A New Video Cognition Framework Based on Q-Former Heuristic Module!

Integrating Visual Perception and Language Reasoning: A New Video Cognition Framework Based on Q-Former Heuristic Module!

Click the card below to follow「AI Vision Engine」public account ( Please note: direction + school/company + nickname/name ) The current video understanding models excel at recognizing “what happened,” but they fall short in high-level cognitive tasks such as causal reasoning and future prediction, a limitation stemming from their lack of common-sense world knowledge. To bridge … Read more

Empowering the Gemini 2.5 Model! Multi-Modal Researcher Enhances Research and Podcast Creation Efficiency

Empowering the Gemini 2.5 Model! Multi-Modal Researcher Enhances Research and Podcast Creation Efficiency

“Multi-Modal Researcher” is a simple yet efficient workflow for research and podcast generation that leverages the unique capabilities of the LangGraph and the Google Gemini 2.5 model family, integrating three practical features of this model family. Users can input a research topic and optionally provide a YouTube video link. The system then utilizes a search … Read more

Axera Technology | Axera Tongyuan NPU Adaptation for Qwen2.5-VL-3B

Axera Technology | Axera Tongyuan NPU Adaptation for Qwen2.5-VL-3B

Qwen2.5-VL:the new flagship vision-language model of Qwen and also a significant leap from the previous Qwen2-VL. Axera Tongyuan:an AI computing processor based on operator as the atomic instruction set. It efficiently supports mixed precision algorithm design and Transformers, providing a strong foundation for large models (DeepSeek, Qwen, MiniCPM, etc.) in “cloud-edge-end” AI applications. https://www.axera-tech.com/Skill/166.html TLDR … Read more