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Date Added: Wed 26/05/2021

Research Engineer - Image/Video Enhancement

Palo Alto, CA, US
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Company: OPPO US RESEARCH CENTER

Job Type: Permanent, FullTime

Job Description

As a research engineer at InnoPeak Technology, you will be working on developing image/video enhancement algorithms for mobile devices.

Responsibilities

  • Work in a collaborative environment to develop cutting-edge deep learning algorithms for image/video enhancement.
  • Work in designing, training, evaluating, optimizing, and deploying deep learning models for mobile use cases.

Requirements

Basic Qualifications:

  • Strong mathematical foundation in machine learning and deep learning.
  • Track record of developing demanding deep learning algorithms and applications.
  • Experience in developing deep learning algorithms for image/video enhancement, such as image/video denoising, image/video super-resolution, image/video HDR, image/video deblurring, etc.
  • Experience in digital image/video processing, feature extraction, feature matching, and motion estimation.
  • Experience with at least one of the deep learning frameworks such as TensorFlow, PyTorch, Caffe, and MXNet.
  • Strong programming skills in Python, C/C++, Java, etc.

Preferred Qualifications:

  • Experience in deploying deep learning algorithms on mobile platforms
  • Experience in quantization for deep learning models.
  • Strong background in smartphone architecture.
  • Strong track record of Android development.
  • Publications in top tier international conferences and journals, such as CVPR/ECCV/ICCV/NeurIPS/ICLR/PAMI/IJCV, etc.

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