senior-computer-vision - Build and deploy production computer vision systems
Build, train, optimize, and deploy computer vision systems for detection, segmentation, classification, and video analysis.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Build detection pipelines
- Train vision models
- Prepare annotated datasets
- Convert annotation formats
- Optimize model inference
- Export deployment models
- Benchmark model performance
- Deploy vision systems
Inputs
- Image datasets
- Dataset annotations
- Model checkpoints
- Training parameters
- Deployment targets
Outputs
- Training configurations
- Trained model files
- Validation metrics
- Converted deployment models
- Benchmark reports
- Cleaned datasets
Requirements
- Python environment
- Computer vision frameworks
- Target inference runtime