高级算法工程师-工业视觉
Tasks
- Build robust models for small sample strong reflection weak texture high similarity
- Collaborate with process quality and data teams for rollout
- Create reusable evaluation systems data standards and annotation standards
- Deliver end to end pipeline from requirement definition data loop model training evaluation and deployment
- Deploy optimized models to production line
- Design industrial vision solutions for production line defects detection
- Develop OCR for vision systems
- Ensure algorithm service availability and long term stability
- Implement zero part recognition
- Optimize model architecture
- Perform high accuracy localization
- Track computer vision research and conduct technical pre research
- Tune model performance
Perks/Benefits
- N/A
Skills/Tech-stack
Causal Inference | LightGBM | Multimodal Learning | OCR | ONNX | OpenCV | PatchCore | PyTorch | Python | Scikit-learn | Series analysis | TensorRT | Time Series | Time Series Analysis | XGBoost | YOLO
Education
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