Computer Vision engineer / C++
DeepX ·
- Category
- ML ai
Builds and deploys real-time computer-vision systems in C++, tuning deep-learning models and integrating them into production pipelines.
We are looking for a Computer Vision / C++ Engineer to join our team and work on real-world computer vision systems.
Responsibilities:
- Develop and maintain computer vision solutions in C++;
- Work with geometric computer vision (projective and epipolar geometry);
- Implement classical CV algorithms (demosaicing, tracking, optical flow, color calibration, image enhancement);
- Fine-tune existing deep learning models (e.g. YOLO) and train custom models using PyTorch;
- Deploy DL models in C++ using inference runtimes (ONNX Runtime, OpenCV DNN or similar);
- Implement model output decoding and post-processing;
- Develop camera-related software;
- Write efficient multi-threaded code.
Requirements:
- Strong C++ skills;
- Solid background in computer vision;
- Practical experience with deep learning for CV and PyTorch;
- Experience with deploying models to C++ applications and inference runtimes;
-Experience with multi-threaded programming and camera systems.