Agent skill · software engineering · aiskillstore
senior-computer-vision
World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers. Includes 3D vision, video analysis, real-time processing, and production deployment. Use when building vision AI systems, implementing object detection, training custom vision models, or optimizing inference pipelines.
Why this skill is useful
Adds 3 executable scripts for training, optimizing, and deploying vision models that are not commonly found in public documentation.
What it needs
Requires docker, python installed locally. About 3k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Senior Computer Vision Engineer World-class senior computer vision engineer skill for production-grade AI/ML/Data systems. Quick Start Main Capabilities Core Expertise This skill covers world-class capabilities in: Advanced production patterns and architectures Scalable system design and implementation Performance optimization at scale MLOps and DataOps best practices Real-time processing and inference Distributed computing frameworks Model deployment and monitoring Security and compliance Cost optimization Team leadership and mentoring Tech Stack Languages: Python, SQL, R, Scala, Go ML Frameworks: PyTorch, TensorFlow, Scikit-learn, XGBoost Data Tools: Spark, Airflow, dbt, Kafka, Databricks LLM Frameworks: LangChain, LlamaIndex, DSPy Deployment: Docker, Kubernetes, AWS/GCP/Azure Monitoring: MLflow, Weights & Biases, Prometheus Databases: PostgreSQL, BigQuery, Snowflake, Pinecone Reference Documentation 1. Computer Vision Architectures Comprehensive guide available in references/computervisionarchitectures.md covering: Advanced patterns and best practices Production implementation strategies Performance optimization techniques Scalability considerations Security and compliance Real-world case studies 2. Object Detection Optimization Complete workflow documentation in references/objectdetectionoptimization.md including: Step-by-step processes Architecture design patterns Tool integration guides Performance tuning strategies Troubleshooting procedures 3. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/senior-computer-vision--043264