Qwen2.5

Table of Contents Video Understanding and Grounding with Qwen 2.5 Enhanced Video Comprehension Ability in Qwen 2.5 Models Dynamic Frame Rate (FPS) and Absolute Time Encoding Multimodal Rotary Position Embedding (MRoPE) Robustness Through Training Innovations Hands-On Qwen2.5 for Video Understanding…

Table of Contents Object Detection and Visual Grounding with Qwen 2.5 Introduction and Types of Spatial Understanding Object Detection Visual Grounding and Counting Understanding Relationships How Spatial Understanding Works in Qwen 2.5 VL Models Prompt Structure Task-Specific Instruction Object or…

Table of Contents Content Moderation via Zero Shot Learning with Qwen 2.5 What Is Content Moderation? Content Moderation for Social Media Safety Facebook Hateful Memes Challenge Overview of Qwen 2.5 Vision-Language Models Era of Vision-Language Models Introducing Key Features of…