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How To Run Inference Using TensorRT C++ API

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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Filed Under: Deep Learning, OpenCV 4, PyTorch, Tutorial

Using Facial Landmarks for Overlaying Faces with Masks

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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Filed Under: Deep Learning, Face, Image Processing, Object Detection, OpenCV 4, PyTorch

TensorBoard with PyTorch Lightning

August 10, 2020 By Leave a Comment

A picture is worth a thousand words! As computer vision and machine learning experts, we could not agree more. Human intuition is the most powerful way of making sense out of random chaos, ...

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Filed Under: Deep Learning, how-to, Image Classification, Machine Learning, PyTorch, Tutorial

PyTorch to CoreML model conversion

August 3, 2020 By Leave a Comment

Neural network usage usually takes a lot of computations, but in our modern world, even a smartphone can be a device to run your trained neural model. Today we will take a look at how we can convert a ...

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Filed Under: Deep Learning, Devices, Edge Devices, how-to, PyTorch

Playing Rock, Paper, Scissors with AI

July 29, 2020 By Leave a Comment

Let’s play rock, paper scissors.You think of your move and I’ll make mine below this line in 1...2…and 3. I choose ROCK. Well? ...who won. It doesn't matter cause you probably glanced at the ...

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Filed Under: Deep Learning, Image Classification, Keras, Tensorflow, Tutorial

CNN Receptive Field Computation Using Backprop with TensorFlow

July 23, 2020 By Leave a Comment

In our recent post about receptive field computation, we examined the concept of receptive fields using PyTorch. We learned receptive field is the proper tool to understand what the network 'sees' ...

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Filed Under: Computer Vision Stories, Deep Learning, Feature Detection, Image Classification, Keras, Object Detection, Tensorflow, Tools, Tutorial

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GETTING STARTED

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