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Form of workComputer Vision Engineer
Job Functions:
To research and develop scalable Computer Vision and machine learning solutions to a hard problem
To investigate and solve exciting and difficult challenges of the real-world problems in image recognition/classification, object detection/recognition, 3D reconstruction and deep learning
To design, implement, and deploy full-stack Computer Vision and machine learning solutions
Detailed Job Descriptions:
Deep Learning Network Training and Deployment to wide range of CV application
Image Enhancement
- Ghost removal / De-blurring / Contrast Enhancement
Color Image Processing
- Denoising / Image Domain Transformation / Smoothing & Sharpening
Segmentation
- Semantic Segmentation / Instance Segmentation
Various Region Detection on Images
- Saliency / Anomaly
- Shape matching / Blob from multi-modal data / Model Fitting
Classification
- Small Data driven / Big Data driven
3D / Depth image processing development
- Transformations / Denoising (Artifact, ...) / Reconstruction / Ensemble
Stereo Vision
- Camera Calibration / Depth Estimation
Education and Experience
- Required: Master's degree in Computer Science or Electrical Engineering plus 2 or more years of relevant experience
- Preferred #1: Master's degree in Computer Science or Electrical Engineering plus 5 or more years of relevant experience
- Preferred #2: Doctorate in Computer Science or Electrical Engineering plus 3 or more years of relevant experience
Technical Requirements (At least, one of the below is required.)
- Experience to Research and Develop to Classical Computer Vision Algorithm
- Experience to Research and Develop Machine Learning
- Experience to C++ implementation of Computer Vision
Skills to programming language (At least, one of the below is required.)
- C++ / Python / CUDA
Salary range
- from $112,066
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