Which deep learning frameworks does this skill support?

This skill is optimized for PyTorch and integrates with popular libraries like timm, torchvision, and Ultralytics for YOLOv8.

Does it include data augmentation techniques?

Absolutely. It utilizes the Albumentations library to provide robust augmentation pipelines including flips, rotations, and color jittering.

Can I use this for custom object detection tasks?

Yes, the skill includes specialized patterns for training YOLOv8 on custom datasets, including dataset.yaml configuration and training loops.

Is transfer learning supported for small datasets?

Yes, the skill provides templates for freezing backbones and fine-tuning pretrained models, which is the recommended best practice for smaller datasets.

Computer Vision AI Builder

Name: Computer Vision AI Builder
Author: pluginagentmarketplace

bypluginagentmarketplace

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データサイエンスとML

Builds high-performance computer vision solutions including image classification, object detection, and semantic segmentation using modern deep learning frameworks.

概要

The Computer Vision skill provides a comprehensive toolkit for developing visual AI systems within Claude Code. It simplifies complex tasks like transfer learning with state-of-the-art architectures (EfficientNet, ResNet, ViT), advanced data augmentation using Albumentations, and robust object detection via YOLOv8. Designed for developers and data scientists, it offers standardized patterns for training, evaluating, and troubleshooting vision models, ensuring a seamless transition from raw image data to production-ready visual intelligence.

主な機能

Real-time object detection setup and training with YOLOv8 integration
Comprehensive model evaluation metrics and error analysis templates
Advanced data augmentation pipelines using the Albumentations library
Semantic image segmentation architectures including U-Net with Dice loss
1 GitHub stars
Transfer learning implementation with pretrained backbones like EfficientNet and ViT

ユースケース

Building custom object detection models for retail or security monitoring
Developing automated visual inspection systems for manufacturing quality control
Creating medical imaging tools for automated segmentation and classification tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add pluginagentmarketplace/custom-plugin-machine-learning computer-vision

For use in Claude.ai and ChatGPT

Download Skill

GitHub

概要