production_vision_systems
Comprehensive guide to deploying computer vision models in production environments.
Content Preview
# Production Vision Systems Comprehensive guide to deploying computer vision models in production environments. ## Table of Contents - [Model Export and Optimization](#model-export-and-optimization) - [TensorRT Deployment](#tensorrt-deployment) - [ONNX Runtime Deployment](#onnx-runtime-deployment) - [Edge Device Deployment](#edge-device-deployment) - [Model Serving](#model-serving) - [Video Processing Pipelines](#video-processing-pipelines) - [Monitoring and Observability](#monitoring-and-obs
How to Use
Recommended: Install to project (local)
mkdir -p .claude/skills
curl -o .claude/skills/production_vision_systems.md \
https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/engineering-team/senior-computer-vision/references/production_vision_systems.mdSkill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.
Alternative: Clone full repo
git clone https://github.com/alirezarezvani/claude-skillsThen reference at engineering-team/senior-computer-vision/references/production_vision_systems.md
Related Skills
cs-senior-engineer
Senior Engineer agent for architecture decisions, code review, DevOps, and API design. Orchestrates engineering and engineering-team skills for technical implementation work. Spawn when users need system design, code quality review, CI/CD pipeline setup, or infrastructure decisions.
agentsseniorengineeragent
by alirezarezvani · alirezarezvani-claude-skills
cs-engineering-lead
Engineering Team Lead agent for coordinating QA, security, data engineering, ML, and frontend/backend teams. Orchestrates engineering-team skills for team-level technical decisions. Spawn when users need team coordination, tech stack evaluation, incident response, or cross-functional engineering work.
agentsengineeringleadagent
by alirezarezvani · alirezarezvani-claude-skills
feature_engineering_patterns
World-class feature engineering patterns for senior data scientist.
engineering-teamfeatureengineeringpatterns
by alirezarezvani · alirezarezvani-claude-skills
mlops_production_patterns
Production ML infrastructure patterns for model deployment, monitoring, and lifecycle management.
engineering-teammlopsproductionpatterns
by alirezarezvani · alirezarezvani-claude-skills