Video Analytics Expert

2 days ago

Perth, Western Australia beBeeArtificialIntelligence Full time $120,000 - $150,000

We are looking for an expert in artificial intelligence to enhance our video analysis capabilities.

Job Description:

The selected candidate will be responsible for building upon and improving existing models, focusing on accuracy, robustness, and efficiency.

  • Investigate, benchmark, and optimize model architectures for detection, segmentation, and tracking in complex environments.
  • Enhance multi-object tracking pipelines using advanced methods such as DeepSORT, ByteTrack, and Transformer-based approaches.
  • Improve video analytics performance through evaluation of alternative models and pipeline optimization.
  • Develop post-processing logic for trajectory denoising, smoothing, and error reduction.
  • Apply denoising techniques to improve low-resolution or low-bitrate footage.
Required Skills and Qualifications:
  • PhD in Computer Science, Applied Mathematics, Robotics, Physics, or related discipline; or equivalent experience with a strong applied AI/computer vision track record.
  • Expertise in object detection, segmentation, and multi-object tracking in complex scenarios.
  • Proficiency with deep learning frameworks (PyTorch, TensorFlow) and Python libraries (OpenCV, Yolo, NumPy, scikit-learn).
  • Proven experience in real-world video analytics and model deployment under challenging conditions.
  • Experience with model optimization and inference acceleration.
  • Familiarity with denoising techniques for low-quality video.
What We Offer:
  • A dynamic work environment with opportunities for growth and development.
  • A competitive compensation package.
  • Access to the latest technologies and tools.
About the Position:
  • This is a full-time position.
  • Work will be performed remotely.
  • Candidates must have excellent communication skills.

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