Classifies images zero-shot and matches image-text pairs using CLIP.
npx skills add https://github.com/GarrettRoi/open-manus --skill clip-garrettroi
Please help me install this Agent Skill. Skill: clip Source: https://github.com/GarrettRoi/open-manus/tree/main/skills/mlops/models/clip Command: npx skills add https://github.com/GarrettRoi/open-manus --skill clip-garrettroi
This Skill enables AI to understand images based on natural language descriptions, facilitating tasks that require connecting visual content with textual concepts without specific training data.
Use the clip skill to classify the attached image 'photo.jpg' against the labels 'a dog', 'a cat', and 'a bird'.
High-intent search queries and answers about installing and using this skill.
Zero-shot image classification is achieved by matching images against text labels using a vision-language model. This Skill categorizes images based on natural language descriptions without requiring specific training data.
Image-text similarity measures how well visual content matches a text description. This Skill connects vision and language models to identify inappropriate or sensitive content based on semantic meaning.
Yes, cross-modal retrieval is supported using transformers and torch. This Skill enables semantic image search by finding images based on text descriptions across vision and language modalities.
Yes, pillow is required for image processing. Along with transformers and torch, these libraries provide the environment needed to process images and connect them with language models for classification.
A vision-language model handles image search by leveraging pre-training on 400M image-text pairs. This allows the Skill to perform general-purpose image understanding and retrieval based on semantic meaning rather than fine-tuning.
lxh755818-botClassify images and retrieve text using OpenAI's CLIP model.
1thirteeng3Compute image-text embeddings and cosine similarity for zero-shot classification.
inbharataiGenerate alt text, captions, and metadata for images.
519labClassify images and match image-text pairs using OpenAI's CLIP model.
