Muhammad Rizwan
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  • Dubai
  • United Arab Emirates
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I am a professional engineer, enthusiast programmer, passionate data scientist and machine learning student.

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Data Science, Machine Learning, Deep Learning
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Muhammad Rizwan's Blog

Face Landmark Estimation Application

Posted on November 9, 2018 at 11:19am 0 Comments

Face Landmark Estimation Application

After detecting a face in an image, as seen in the earlier post ‘Face Detection Application’, we will perform face landmark estimation. Face landmark estimation means identifying key points on a face, such as the tip of the nose and the center of the eye.…


Keras Application for Pre-trained Model

Posted on November 2, 2018 at 3:17am 0 Comments

In earlier posts, we learned about classic convolutional neural network (CNN) architectures (LeNet-5, AlexNet,…


AlexNet Implementation Using Keras

Posted on October 18, 2018 at 10:19am 0 Comments


Alex Krizhevsky, Geoffrey Hinton and Ilya Sutskever created a neural network architecture called ‘AlexNet’ and won Image Classification Challenge (ILSVRC) in 2012. They trained their network on 1.2 million high-resolution images into 1000…


LeNet-5 - A Classic CNN Architecture

Posted on October 16, 2018 at 4:33pm 0 Comments

Yann LeCun, Leon Bottou, Yosuha Bengio and Patrick Haffner proposed a neural network architecture for handwritten and machine-printed character recognition in 1990’s which they called LeNet-5. The architecture is straightforward and simple to understand that’s why it is mostly used as a first step for teaching Convolutional Neural…


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