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How To Run Inference Using TensorRT C++ API

Avatar Julie Bareeva (Xperience.AI)
August 24, 2020 Leave a Comment
Deep Learning OpenCV 4 PyTorch Tutorial

August 24, 2020 By Leave a Comment

In this post, we continue to consider how to speed up inference quickly and painlessly if we already have a trained model in PyTorch. In the previous post We discussed what ONNX and TensorRT are ...

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Tags: C++ deep learning nvidia Python PyTorch TensorRT
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Filed Under: Deep Learning, OpenCV 4, PyTorch, Tutorial

How to Convert a Model from PyTorch to TensorRT and Speed Up Inference

Avatar Julie Bareeva (Xperience.AI)
June 22, 2020 Leave a Comment
Deep Learning how-to OpenCV 4 PyTorch Tutorial

June 22, 2020 By Leave a Comment

title image

The life of a machine learning engineer consists of long stretches of frustration and a few moments of joy! First, struggle to get your model to produce good results on your training data. You ...

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Tags: deep learning netron nvidia Python PyTorch TensorRT
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Filed Under: Deep Learning, how-to, OpenCV 4, PyTorch, Tutorial

About

AvatarI am an entrepreneur with a love for Computer Vision and Machine Learning with a dozen years of experience (and a Ph.D.) in the field.

In 2007, right after finishing my Ph.D., I co-founded TAAZ Inc. with my advisor Dr. David Kriegman and Kevin Barnes. The scalability, and robustness of our computer vision and machine learning algorithms have been put to rigorous test by more than 100M users who have tried our products. Read More…

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