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Tetris with OpenCV Python

Rohan Nayak Mallick
November 30, 2020 Leave a Comment
Application OpenCV 3 OpenCV 4 Tutorial

November 30, 2020 By Leave a Comment

In this blog post, we'll create the game of Tetris as shown in the video above. Tetris Most readers are probably familiar with Tetris - a popular and addictive video game created by Russian ...

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Tags: OpenCV Python tetris
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Filed Under: Application, OpenCV 3, OpenCV 4, Tutorial

How To Run Inference Using TensorRT C++ API

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

Using Facial Landmarks for Overlaying Faces with Masks

Valeriia Koriukina (xperience.ai)
August 17, 2020 Leave a Comment
Deep Learning Face Image Processing Object Detection OpenCV 4 PyTorch

August 17, 2020 By Leave a Comment

mask overlay

Have you ever wondered how Instagram masks are fitting so perfectly on your face? Would you like to know how you can try to implement something similar by yourself? This post will help you with that! ...

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Tags: deep learning Face detection facial landmark detection HRNet OpenCV Python PyTorch
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Filed Under: Deep Learning, Face, Image Processing, Object Detection, OpenCV 4, PyTorch

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

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

Creating a Virtual Pen And Eraser with OpenCV

Taha Anwar ( BleedAI.com )
May 19, 2020 Leave a Comment
Application Image Processing OpenCV 4 Tracking Tutorial

May 19, 2020 By Leave a Comment

Wouldn't it be cool if you could just wave a pen in the air to draw something virtually and it actually draws it on the screen? It could be even more interesting if we didn't use any special hardware ...

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Tags: Computer Vision Image Processing OpenCV4 Python tutorial
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Filed Under: Application, Image Processing, OpenCV 4, Tracking, 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

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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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