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Faster R-CNN Object Detection with PyTorch

June 18, 2019 By Leave a Comment

In this post, we will cover Faster R-CNN object detection with PyTorch. We will learn the evolution of object detection from R-CNN to Fast R-CNN to Faster R-CNN. This post is part of our PyTorch for ...

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Filed Under: Computer Vision Stories, Courses, Deep Learning, Feature Detection, Machine Learning, Object Detection, OpenCV 3, Pose, PyTorch, Segmentation, Tracking, Tutorial, Uncategorized

Fast Image Downloader for Open Images V4

February 4, 2019 By Leave a Comment

Fast Image Downloader for Open Images

Last year, Google released a publicly available dataset called Open Images V4 which contains 15.4M annotated bounding boxes for over 600 object categories. It has 1.9M images and is largest among all ...

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Filed Under: Deep Learning, how-to, Image Classification, Image Recognition, Machine Learning, Object Detection, Tutorial, Uncategorized

Deep Learning based Text Detection Using OpenCV (C++/Python)

January 28, 2019 By Leave a Comment

There is a common saying, "A picture is worth a thousand words". In this post, we are going to take that literally and try to find the words in a picture! In an earlier post about Text Recognition, we ...

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Filed Under: Deep Learning, Object Detection, Text Recognition

Training YOLOv3 : Deep Learning based Custom Object Detector

January 14, 2019 By Leave a Comment

yolov3 training- custom object detector

YOLOv3 is one of the most popular real-time object detectors in Computer Vision. In our previous post, we shared how to use YOLOv3 in an OpenCV application. It was very well received and many ...

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Filed Under: Deep Learning, how-to, Machine Learning, Object Detection, Tutorial, Uncategorized

Using OpenVINO with OpenCV

January 6, 2019 By Leave a Comment

In this post, we will learn how to squeeze the maximum performance out of OpenCV's Deep Neural Network (DNN) module using Intel's OpenVINO toolkit ...

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Filed Under: Deep Learning, Object Detection, OpenCV 3, Performance, Pose, Tutorial

CPU Performance Comparison of OpenCV and other Deep Learning frameworks

December 28, 2018 By Leave a Comment

CPU Inference Using Opencv is Fast

In this post, we will compare the performance of various Deep Learning inference frameworks on a few computer vision tasks on the CPU. Surprisingly, with one exception, the OpenCV port of various ...

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Filed Under: Deep Learning, Image Classification, Object Detection, Performance, Pose, Tracking

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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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