Ingénieur computer vision (H/F)
Aix-en-Provence, Provence-Alpes-Côte d'Azur, France
EUR 38K-45K (estimate) Entry-level Full Time
Tasks
- Analyze existing image processing algorithms
- Build image preprocessing pipelines
- Build internal scripts dashboards and notebooks
- Calibrate and improve model robustness
- Collaborate with cosmetic and hardware product experts
- Create robust explainable optimized CPU GPU pipelines
- Design and train segmentation models
- Develop segmentation and image measurement methods
- Document validation reports and specifications
- Evaluate model performance metrics
- Implement data augmentation strategies
- Manage training datasets and annotations
- Propose image processing and AI technical improvements
- Research state of the art
- Train GAN models
- Write labeling guidelines and perform annotation review
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Networks | Annotation management | Azure Machine Learning | CNN | CUDA | DCGAN | DICE | Data Augmentation | Deep Convolutional Generative Adversarial Networks | DeepLab | Docker | Edge Computing | Error Analysis | Generative Adversarial Networks | Git | Image Processing | IoU | MLOps | Machine Learning | Mask R-CNN | Model calibration | NumPy | ONNX | OpenCV | Precision-recall | PyTorch | Python | R-CNN | Robustness | SRGAN | SciPy | Transformers | U-Net
Education
Regions
Countries
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