senior-computer-vision - Build and deploy computer vision systems
Guides object detection, image segmentation, dataset preparation, model optimization, and production deployment for computer vision systems.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Design detection pipelines
- Train vision models
- Prepare annotated datasets
- Convert annotation formats
- Optimize model inference
- Deploy vision models
Inputs
- Image datasets
- Model files
- Annotation files
- Detection requirements
- Deployment targets
- Training configurations
Outputs
- Training configurations
- Prepared datasets
- Converted annotation files
- Optimized model files
- Benchmark results
- Deployed inference models
Requirements
- Python environment
- Computer vision frameworks
- Model runtime support
- Target deployment runtime