senior-computer-vision - Engineer computer vision detection and deployment pipelines
Build, train, optimize, and deploy computer vision systems for detection, segmentation, classification, video analysis, and related vision tasks.
Tags
Updated: 2026-09-30computer visionobject detectionimage segmentationmodel optimizationmodel deploymentdataset preparationdeep learning
Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Build detection pipelines
- Train custom vision models
- Prepare and augment datasets
- Optimize model inference
- Export models to ONNX
- Deploy models to runtimes
- Benchmark model performance
- Evaluate detection results
Inputs
- Image datasets
- Video data
- Detection annotations
- Segmentation annotations
- Trained model files
- Training configurations
- Deployment targets
- Calibration data
Outputs
- Training configurations
- Augmented datasets
- Trained model files
- Evaluation metrics
- Optimization reports
- ONNX models
- TensorRT engines
- Deployment model packages
Requirements
- Python environment
- Computer vision frameworks
- Model runtime support
- GPU or CPU compute
- Required file permissions