At IAIoT group of Getac, we focus on developing high-performance defect inspection solutions for the industrial need. The technology tree covers with AOI, AI, deep learning, robotic, IoT device, cloud service, and PaaS application.
• Analyze the challenging detection problems and select a suitable model or methodology to get top detection accuracy.
• Fine-tune image capture system to get suitable image quality for processing or training.
• Develop practical labeling tool application.
• With the ability to prepare, argumentation, labeling, and manage the training dataset, to achieve efficient training result.
• Develop and optimize algorithms in the areas of deep learning and AOI based.
• Knowledge of OpenCV, C/C++, and Python
• Familiar with mainstream deep learning toolkits, such as Tensorflow, MXNet, Pytorch, Caffe2, CNTK, etc.
• Familiar with cloud AI service, such as Azure AI architecture.
• Active thinker, creator, and with a passion for verifying the innovated ideas with Teamwork.