Reto Matchmaking

Descripción del puesto de trabajo

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 scan and deep learning.

• To design, implement, and deploy full-stack computer vision and machine learning solutions.

Detailed Job Descriptions

• Image Enhancement

o Ghost removal / De-blurring / Contrast Enhancement.

• Color Image Processing

o Denoising / Image Domain Transformation / Smoothing & Sharpening.

• Segmentation

o Semantic Segmentation / Instance Segmentation.

• Various Region Detection on Images

o Saliency / Anomaly.

o Shape matching / Blob from multi-modal data / Model Fitting.

• Classification

o Small Data driven / Big Data driven.

• 3D / Depth image processing development

o Transformations / Denoising (Artifact, …) / Reconstruction / Ensemble.

• Stereo Vision

o Camera Calibration / Depth Estimation.

Información de interés

Position Requirements

• Education and Experience

o Required: Bachelor’s degree in Computer Science or Electrical Engineering plus 2 or more years of relevant experience.

o Preferred #1: Master's degree in Computer Science or Electrical Engineering plus 5 or more years of relevant experience.

o 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)

o Experience to Research and Develop to Classical Computer Vision Algorithm.

o Experience to Research and Develop Machine Learning.

o Experience to Deploy CUDA processing.

o C++ code optimization in performance-wise to image processing.

• Skills to programming language (At least, one of the below is required.)

o C++ / Python / CUDA.