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Articles by Abdulkader Helwan (Articles: 19)

Articles: 19

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Average article rating: 4.88

Artificial Intelligence
Deep Learning
14 Jun 2021   Updated: 14 Jun 2021   Rating: 4.60/5    Votes: 2   Popularity: 1.38
Licence: CPOL    Views: 5,213     Bookmarked: 2   Downloaded: 71
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In this article, we discuss the concepts of conditional generative adversarial networks (CGAN).
Keras
12 Feb 2021   Updated: 12 Feb 2021   Rating: 3.55/5    Votes: 6   Popularity: 2.76
Licence: CPOL    Views: 6,800     Bookmarked: 1   Downloaded: 114
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In this article, we introduce transfer learning and ResNet50.
16 Feb 2021   Updated: 16 Feb 2021   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 7,900     Bookmarked: 5   Downloaded: 99
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In this article, we’ll discuss materials and methods for this project.
17 Feb 2021   Updated: 17 Feb 2021   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 6,020     Bookmarked: 2   Downloaded: 64
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In this article, we’ll work on restructuring ResNet50 to perform the new classification task.
18 Feb 2021   Updated: 18 Feb 2021   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 7,841     Bookmarked: 0   Downloaded: 75
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In this article, we’ll fine-tune our ResNet50 model.
19 Feb 2021   Updated: 19 Feb 2021   Rating: 5.00/5    Votes: 1   Popularity: 0.00
Licence: CPOL    Views: 5,370     Bookmarked: 0   Downloaded: 40
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In this article, we’ll discuss the COVID-19 detection results we’ve achieved with our model and compare these results with those of other models.
22 Feb 2021   Updated: 22 Feb 2021   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 6,470     Bookmarked: 0   Downloaded: 90
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In this article, we’ll show you how to build a network for Covid-19 detection from scratch.
16 Mar 2021   Updated: 16 Mar 2021   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 8,120     Bookmarked: 5   Downloaded: 0
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In this article we’ll show you how to use transfer learning to fine-tune the VGG19 model to classify fashion clothing categories.
17 Mar 2021   Updated: 17 Mar 2021   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 8,970     Bookmarked: 5   Downloaded: 0
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In this article we show you how to train VGG19 to recognize what people are wearing.
18 Mar 2021   Updated: 18 Mar 2021   Rating: 5.00/5    Votes: 4   Popularity: 3.01
Licence: CPOL    Views: 7,611     Bookmarked: 4   Downloaded: 0
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In this article we evaluate VGG19 using real images taken by a phone camera.
19 Mar 2021   Updated: 19 Mar 2021   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 11,250     Bookmarked: 7   Downloaded: 0
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In this article we show you how to build a Generative Adversarial Network (GAN) for fashion design generation.
22 Mar 2021   Updated: 22 Mar 2021   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 8,403     Bookmarked: 6   Downloaded: 0
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In this article we show you how to train the GAN for fashion design generation.
15 Jun 2021   Updated: 15 Jun 2021   Rating: 5.00/5    Votes: 1   Popularity: 0.00
Licence: CPOL    Views: 4,650     Bookmarked: 0   Downloaded: 48
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In this article, we discuss the CycleGAN architecture.
16 Jun 2021   Updated: 16 Jun 2021   Rating: 0.00/5    Votes: 0   Popularity: 0.00
Licence: CPOL    Views: 4,330     Bookmarked: 2   Downloaded: 40
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In this article, we implement a CycleGAN from scratch.
17 Jun 2021   Updated: 17 Jun 2021   Rating: 5.00/5    Votes: 1   Popularity: 0.00
Licence: CPOL    Views: 4,421     Bookmarked: 1   Downloaded: 25
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In this article, we train a CycleGAN with a U-Net-based generator.
18 Jun 2021   Updated: 18 Jun 2021   Rating: 5.00/5    Votes: 1   Popularity: 0.00
Licence: CPOL    Views: 5,810     Bookmarked: 1   Downloaded: 56
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In this article, we implement a CycleGAN with a residual-based generator.
27 Jul 2021   Updated: 27 Jul 2021   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 4,670     Bookmarked: 2   Downloaded: 378
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In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
Tensorflow
15 Mar 2021   Updated: 15 Mar 2021   Rating: 4.83/5    Votes: 5   Popularity: 3.37
Licence: CPOL    Views: 16,253     Bookmarked: 5   Downloaded: 6,019
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In this series of articles, we’ll showcase an AI-powered deep learning system that can revolutionize the fashion design industry by helping us better understand customers’ needs.
28 Jul 2021   Updated: 28 Jul 2021   Rating: 4.86/5    Votes: 3   Popularity: 2.32
Licence: CPOL    Views: 6,481     Bookmarked: 9   Downloaded: 0
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In this article, we show you how to set up an Android Studio environment that is suitable for loading and running our .tflite model.

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Engineer
Lebanon Lebanon
Dr. Helwan is a machine learning and medical image analysis enthusiast.

His research interests include but not limited to Machine and deep learning in medicine, Medical computational intelligence, Biomedical image processing, and Biomedical engineering and systems.