qwencloud-vision
Qwen Vision lets you understand images and videos through Qwen's specialized VL and QVQ models. Extract text via OCR, analyze charts and tables, perform visual reasoning, and compare multiple images—all with built-in support for thinking mode and high-resolution processing.
Qwen Vision analyzes images and videos using Qwen's VL and QVQ models for understanding, reasoning, and text extraction.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-22
Qwen Vision analyzes images and videos using Qwen's VL and QVQ models for understanding, reasoning, and text extraction. Qwen Vision lets you understand images and videos through Qwen's specialized VL and QVQ models. Extract text via OCR, analyze charts and tables, perform visual reasoning, and compare multiple images—all with built-in support for thinking mode and high-resolution processing.
Use it when
- qwencloud-vision extracts text and structured data from images through OCR capabilities.
- Yes, qwencloud-vision performs visual reasoning on charts, diagrams, and math problems.
Verify before relying
Read SKILL.md below before installing (15 files). Open directory: indexed for reading, not audited.
Install
QwenCloud/qwencloud-ai/qwencloud-vision · repository language: Python
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Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
What can qwencloud-vision analyze or describe in image and video content?
qwencloud-vision uses Qwen's specialized VL and QVQ models to analyze and describe images and videos. The skill can identify objects, scenes, text, and visual elements within your media. It supports high-resolution processing and thinking mode for deeper analysis, making it suitable for detailed visual understanding tasks across photos, screenshots, and video frames.
How do I extract text from screenshot OCR using qwencloud-vision?
qwencloud-vision extracts text and structured data from images through OCR capabilities. Simply provide a screenshot or image containing text, and the skill will recognize and extract the content. This works for documents, signs, handwriting, and printed text, converting image-based text into machine-readable format for further processing or analysis.
Can qwencloud-vision perform visual reasoning on math problems?
Yes, qwencloud-vision performs visual reasoning on charts, diagrams, and math problems. The skill analyzes mathematical expressions, geometric figures, and problem layouts within images. Using Qwen's reasoning capabilities and thinking mode, it can interpret complex visual information and provide solutions or explanations for mathematical content.
What does this chart show—can qwencloud-vision read charts?
qwencloud-vision reads and interprets charts, graphs, and diagrams. It understands chart types, axes, legends, and data relationships to explain what information is being presented. The skill can also extract numerical values and trends from visual representations, making it useful for data analysis and report comprehension.
Does qwencloud-vision support comparing multiple images?
qwencloud-vision compares multiple images and analyzes video frames. You can provide two or more images to identify similarities, differences, and relationships between them. This capability extends to frame-by-frame video analysis, allowing you to track changes, movements, or content evolution across sequential visual inputs.
Can qwencloud-vision extract table data from document screenshots?
qwencloud-vision understands document layout and parses tables from screenshots. It recognizes table structures, cell boundaries, and content organization, then extracts the data in structured format. This makes it effective for digitizing tabular information from PDFs, scanned documents, or spreadsheet screenshots.
SKILL.md
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Qwen Vision (Image & Video Understanding)
Analyze images and videos using Qwen VL and QVQ models. This skill is part of qwencloud/qwencloud-ai.
Skill directory
Use this skill's internal files to execute and learn. Load reference files on demand when the default path fails or you need
(truncated - see the full file via the links below)
File tree — 15 files
skills/vision/qwencloud-vision/SKILL.md
skills/vision/qwencloud-vision/references/agent-compatibility.md
skills/vision/qwencloud-vision/references/api-guide.md
skills/vision/qwencloud-vision/references/curl-examples.md
skills/vision/qwencloud-vision/references/execution-guide.md
skills/vision/qwencloud-vision/references/ocr.md
skills/vision/qwencloud-vision/references/prompt-guide.md
skills/vision/qwencloud-vision/references/sources.md
skills/vision/qwencloud-vision/references/visual-reasoning.md
skills/vision/qwencloud-vision/scripts/analyze.py
skills/vision/qwencloud-vision/scripts/gossamer.py
skills/vision/qwencloud-vision/scripts/ocr.py
skills/vision/qwencloud-vision/scripts/qwencloud_lib.py
skills/vision/qwencloud-vision/scripts/reason.py
skills/vision/qwencloud-vision/scripts/vision_lib.py
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