Plan and execute cutting-edge research on computer vision and machine learning technologies for image data labeling, with the goal of improving accuracy and assisting human annotators efficiently; Develop and deploy computer vision algorithms in Linux GPU environment; Integrate pre-trained models with web services; Work with team members to solve the challenges in data annotation; Produce publishable research for top conferences/journals
Pursuing a PhD in computer vision and machine learning; A solid understanding of fundamental and cutting edge computer vision, machine learning and deep learning; Strong programming skills with Python, Tensor Flow, Keras, Caffe and PyThorch; Experience with large scale public datasets for autonomous driving such as KITTI, Caltech, Berkeley Deep Drive benchmark
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