
Advanced Computer Vision and Machine Learning Specialist
2 weeks ago
We are seeking a skilled Software Engineer to develop and maintain high-quality software modules for video capture, preprocessing, inference, and post-processing on Linux.
- Key Responsibilities:
- Implement classical image processing pipelines (denoise, resize, color space, undistortion) and computer vision algorithms (keypoints, homography, optical flow, tracking).
- Develop and optimize distance/spacing estimation from monocular/stereo camera(s) using calibration, geometry, and/or depth-estimation networks.
- Integrate machine learning models (PyTorch/TensorFlow → ONNX/TensorRT/NNAPI/NPU runtimes) for DMS/ADAS events: drowsiness, distraction/gaze, phone-usage, smoking, seat belt, etc.
- Meet real-time targets (FPS/latency/memory) on CPU/GPU/NPU using SIMD/NEON, multithreading, zero copy buffers.
- Collaborate with data/ML teams on dataset curation, labeling specs, training/evaluation, and model handoff.
Requirements:
- Expert-level knowledge of C++ and its application in software development.
- Proficiency in image and video processing, as well as computer vision techniques.
- Experience with machine learning frameworks such as PyTorch and TensorFlow.
- Familiarity with Linux and its development tools.
Benefits:
- Opportunity to work on cutting-edge projects in industrial automation.
- Chance to collaborate with experienced professionals in the field.
- Professional growth and development opportunities.
-
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