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Mask R-CNN Instance Segmentation with PyTorch

Satya Mallick
Shangeth Rajaa
June 25, 2019 Leave a Comment
Deep Learning how-to PyTorch Segmentation Tutorial

June 25, 2019 By Leave a Comment

In this post, we will discuss the theory behind Mask R-CNN and how to use the pre-trained Mask R-CNN model in PyTorch. This post is part of our series on PyTorch for Beginners. 1. Semantic ...

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Tags: deep learning instance segmentation PyTorch
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Filed Under: Deep Learning, how-to, PyTorch, Segmentation, Tutorial

Image Segmentation

Satya Mallick
November 5, 2018 2 Comments
Segmentation Theory

November 5, 2018 By 2 Comments

Image Segmentation Definitions

In computer vision the term "image segmentation" or simply "segmentation" refers to dividing the image into groups of pixels based on some criteria. A segmentation algorithm takes an image as ...

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Tags: image segmentation instance segmentation panoptic segmentation semantic segmentation
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Filed Under: Segmentation, Theory

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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