colab-vision-inference
CommunityInfer and interact with image models via Google Colab and Gradio UI.
Software Engineering#AI#computer vision#inference#Gradio#image classification#vision model#Google Colab
Authorkngender5
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill solves the problem of performing image classification, vision and language processing, and other tasks with vision models on Google Colab using a Gradio UI for user interaction.
Core Features & Use Cases
- Vision Model Inference: Execute image classification, captioning, OCR, and other vision-related tasks.
- Google Colab Integration: Utilizes the computational power of Google Colab GPUs for model inference.
- Gradio UI: Offers a user-friendly interface for interactive tasks with image models.
- Use Case: Use this Skill to classify images or create chatbots that understand images, all in an interactive manner through the Gradio interface.
Quick Start
Launch the 'Colab Vision Inference' skill to perform image classification. Simply upload an image, and the skill will display the classification results.
Dependency Matrix
Required Modules
torchtransformersaccelerategradioPillowtransformers.pipelinegradio.Interfacetransformers.AutoProcessortransformers.AutoModelForConditionalGenerationPILtorch
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: colab-vision-inference Download link: https://github.com/kngender5/hermes/archive/main.zip#colab-vision-inference Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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