In this post, we cover the essential elements required for training Neural Networks for an image classification problem. We will still treat the internal network architecture as a black box so that we ...
Archives for January 3, 2023
January 3, 2023
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Tensorflow & Keras Tutorial: Linear Regression
January 3, 2023
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Before studying deep neural networks, we will cover the fundamental components of a simple (linear) neural network. We'll begin with the topic of linear regression. Since linear regression can be ...
Getting Started with YOLOv5 Instance Segmentation
January 3, 2023
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The YOLOv5 object detection models are well known for their excellent performance and optimized inference speed. Recently, the support for instance segmentation has also been added to the codebase. ...