senior-computer-vision - Build and Deploy Computer Vision Systems
Supports object detection, image segmentation, model optimization, dataset preparation, and production deployment for computer vision systems.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Build object detection pipelines
- Train custom vision models
- Prepare and convert datasets
- Optimize model inference
- Export models to runtimes
- Deploy vision systems
- Evaluate model performance
Inputs
- Detection task requirements
- Image datasets
- Annotation files
- Trained model files
- Calibration datasets
- Deployment targets
Outputs
- Training configurations
- Prepared datasets
- Trained model artifacts
- Validation metrics
- Optimized model files
- Deployment runtime artifacts
- Benchmark results
Requirements
- Python environment
- Computer vision frameworks
- Model runtime tools