Computer operator • richmond bc
Deep Learning Network Training and Deployment to wide range of CV application.Ghost removal / De-blurring / Contrast Enhancement.Denoising / Image Domain Transformation / Smoothing & Sharpening.Sem... Show more
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Responsibilities
- 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
Requirements
1. Education and Experience
- Master’s degree in Computer Science or Electrical Engineering + 3 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
2. 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
3. Skills to programming language (At least, one of the below is required.)
- C++ / Python / CUDA
The given salary range is 120-180k.
