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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

CNN Fully Convolutional Image Classification with TensorFlow

July 13, 2020 By Leave a Comment

In a previous post, we had covered the concept of fully convolutional neural networks (FCN) in PyTorch, where we showed how we can solve the classification task using the input image of arbitrary ...

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Filed Under: Deep Learning, Feature Detection, Image Classification, Image Processing, Keras, Object Detection, Tensorflow

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

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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Filed Under: Deep Learning, how-to, OpenCV 4, PyTorch, Tutorial

Efficient image loading

June 15, 2020 By Leave a Comment

Efficient image loading

When it comes to writing optimized code, image loading plays an important role in computer vision. This process can be a bottleneck in many CV tasks and it can often be the culprit behind bad ...

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Filed Under: Deep Learning, Image Processing, Performance

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