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Graph Convolutional Networks: Model Relations In Data

Victor Bebnev (Xperience.AI)
June 1, 2020 Leave a Comment
Image Classification PyTorch Tutorial

June 1, 2020 By Leave a Comment

graph convolutional networks model relations in data

In an earlier post, we covered the problem of Multi Label Image Classification (MLIC) for Image Tagging. Recall that MLIC is an image classification task but unlike multi-class image ...

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Tags: GCN how to MLIC NUS-WIDE PyTorch
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Filed Under: Image Classification, PyTorch, Tutorial

Multi-Label Image Classification with PyTorch: Image Tagging

Victor Bebnev (Xperience.AI)
May 3, 2020 Leave a Comment
how-to Image Classification PyTorch Tutorial

May 3, 2020 By Leave a Comment

image tagging by learnopencv

In the previous post, we learned how to apply a fixed number of tags to images. Let’s now switch to this broader task and see how we can tackle it.  In many real-life tasks, there is a ...

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Tags: BCE image MLIC multi-label NUS-WIDE Python PyTorch resnext50 tagging
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Filed Under: how-to, Image Classification, PyTorch, Tutorial

About

I 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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