Research Engineer - Image/video enhancement

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.