Artificial Intelligence
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Machine Learning |
26 Aug 2020
Updated: 26 Aug 2020
Rating: 5.00/5
Votes: 5
Popularity: 3.49
Licence: CPOL
Views: 7,961
Bookmarked: 3
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In this article we prepare our development environment.
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27 Aug 2020
Updated: 27 Aug 2020
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 9,803
Bookmarked: 2
Downloaded: 55
In this article we'll convert a ResNet model to the Core ML format.
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28 Aug 2020
Updated: 28 Aug 2020
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 7,781
Bookmarked: 4
Downloaded: 0
Having converted a ResNet model to the Core ML format in the previous article, in this article we’ll now use it in a simple iOS application.
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31 Aug 2020
Updated: 31 Aug 2020
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 5,293
Bookmarked: 2
Downloaded: 38
In this article we’ll start data preparation for this new, custom model, to be later trained using the Create ML framework.
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1 Sep 2020
Updated: 1 Sep 2020
Rating: 5.00/5
Votes: 5
Popularity: 3.49
Licence: CPOL
Views: 7,423
Bookmarked: 0
Downloaded: 59
In this article we can proceed to train our custom hot dog detection model using Apple’s Create ML.
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23 Apr 2021
Updated: 23 Apr 2021
Rating: 5.00/5
Votes: 4
Popularity: 3.01
Licence: CPOL
Views: 5,620
Bookmarked: 7
Downloaded: 0
In this article – the first one of the series – we’ll go over some Docker basics as they apply to ML applications.
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26 Apr 2021
Updated: 26 Apr 2021
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 7,080
Bookmarked: 5
Downloaded: 104
In this article, we’ll start applying our basic Docker knowledge while creating and running containers in the various MLng scenarios.
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20 May 2021
Updated: 20 May 2021
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 4,810
Bookmarked: 2
Downloaded: 56
In this article, we’ll modify our code to expose the same logic via a Rest API service.
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21 May 2021
Updated: 21 May 2021
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 6,461
Bookmarked: 3
Downloaded: 39
In this article we use Visual Studio Code to edit and debug our increasingly complex code running inside a Docker container.
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25 May 2021
Updated: 25 May 2021
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 4,990
Bookmarked: 3
Downloaded: 32
In this article, we publish our NLP API service to Azure using Azure Container Instances.
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Neural Networks |
20 Nov 2020
Updated: 21 Nov 2020
Rating: 5.00/5
Votes: 7
Popularity: 4.23
Licence: CPOL
Views: 7,702
Bookmarked: 0
Downloaded: 90
In this series, we’ll use a pretrained model to create an iOS application that will detect multiple persons and objects in a live camera feed rather than in a static picture.
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23 Nov 2020
Updated: 23 Nov 2020
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 6,622
Bookmarked: 0
Downloaded: 80
In this article, we will decode the Core ML YOLO Model by transforming an array of abstract numbers to a human-readable form.
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24 Nov 2020
Updated: 24 Nov 2020
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 4,312
Bookmarked: 0
Downloaded: 48
In the next article, we’ll do the same but with array operations. This will allow us to include the decoding logic directly in the model.
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25 Nov 2020
Updated: 25 Nov 2020
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 5,743
Bookmarked: 2
Downloaded: 52
In this article we are ready to include detection decoding directly in the Core ML model.
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26 Nov 2020
Updated: 26 Nov 2020
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 5,548
Bookmarked: 2
Downloaded: 62
In this article we’ll create a Core ML pipeline to be our end-to-end model.
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27 Nov 2020
Updated: 27 Nov 2020
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 5,623
Bookmarked: 1
Downloaded: 97
In the next article, we’ll start working on the iOS application that will use that model.
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30 Nov 2020
Updated: 30 Nov 2020
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 12,330
Bookmarked: 4
Downloaded: 572
In this last article in this series, we’ll extend the application to use our YOLO v2 model for object detection.
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Tensorflow |
27 Apr 2021
Updated: 27 Apr 2021
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 9,564
Bookmarked: 2
Downloaded: 85
In this article, we’ll create a container to run a CPU inference on the trained model.
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27 Apr 2021
Updated: 27 Apr 2021
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 6,991
Bookmarked: 4
Downloaded: 95
In this article, we’ll adapt our image for Raspberry Pi with an ARM processor.
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29 Apr 2021
Updated: 29 Apr 2021
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 9,084
Bookmarked: 5
Downloaded: 95
In this article we go back to the Intel/AMD CPUs. This time, we will speed up our calculations using a GPU.
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18 May 2021
Updated: 18 May 2021
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 6,291
Bookmarked: 3
Downloaded: 62
In this article we run inference on sample images with TensorFlow using a containerized Object Detection API environment.
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19 May 2021
Updated: 19 May 2021
Rating: 5.00/5
Votes: 4
Popularity: 3.01
Licence: CPOL
Views: 6,700
Bookmarked: 3
Downloaded: 51
In this article we run an inference model for NLP using models persisted on a Docker volume.
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12 Jan 2022
Updated: 12 Jan 2022
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 7,952
Bookmarked: 9
Downloaded: 0
How to use Visual Studio Code with Machine Learning extensions to train an XGBoost model on Azure
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13 Jan 2022
Updated: 13 Jan 2022
Rating: 5.00/5
Votes: 1
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Licence: CPOL
Views: 3,971
Bookmarked: 2
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How to use GitHub Codespaces and GitHub Actions to automatically train a PyTorch model after each push of changes to a repository
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14 Jan 2022
Updated: 14 Jan 2022
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 4,590
Bookmarked: 7
Downloaded: 0
How to train within an Azure Machine Learning workspace using a TensorFlow model
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Hosted Services
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Azure |
28 Mar 2022
Updated: 28 Mar 2022
Rating: 5.00/5
Votes: 5
Popularity: 3.49
Licence: CPOL
Views: 5,331
Bookmarked: 2
Downloaded: 0
How to publish XGBoost and PyTorch models using Azure App Service, Flask, FastAPI, and machine learning online endpoints
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29 Mar 2022
Updated: 29 Mar 2022
Rating: 5.00/5
Votes: 3
Popularity: 2.39
Licence: CPOL
Views: 4,991
Bookmarked: 2
Downloaded: 0
How to deploy and scale PyTorch models
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30 Mar 2022
Updated: 30 Mar 2022
Rating: 5.00/5
Votes: 2
Popularity: 1.51
Licence: CPOL
Views: 4,990
Bookmarked: 3
Downloaded: 0
How to publish a TensorFlow model
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