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research:deeplearning [2020/10/06 10:19] Christiane Sommer |
research:deeplearning [2020/12/01 11:16] Dr. Vladimir Golkov |
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| ====== Deep Learning ====== | ====== Deep Learning ====== | ||
| - | Deep Learning is a powerful machine learning tool that showed outstanding performance in many fields. One of the greatest successes of Deep Learning has been achieved in large scale object recognition with Convolutional Neural Networks (CNNs). CNNs' main power comes from learning data representations directly from data in a hierarchical layer based structure. | ||
| - | We apply Convolutional Neural Networks in order to solve computer vision tasks such as optical flow, scene understanding, | + | {{: |
| - | (The content | + | Deep learning is a powerful machine learning framework |
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| + | We apply deep learning to **computer vision, autonomous driving, biomedicine, | ||
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| + | Some of the works from our chair include: [[research: | ||
| ==== Contact ==== | ==== Contact ==== | ||
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| ==== Related publications ==== | ==== Related publications ==== | ||
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