高级算法工程师-工业视觉
Tasks
- Build object recognition
- Build reusable evaluation framework
- Collaborate with quality and process teams
- Conduct technology research and prototyping
- Define annotation standards
- Define data standards
- Deliver end to end algorithm pipeline
- Deploy models to production line
- Design industrial vision solutions
- Design robust algorithms for challenging samples
- Develop defect detection
- Implement OCR
- Implement high precision localization
- Optimize model architecture
- Train models and evaluate performance
- 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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