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Category: Machine Learning

How to Calculate Precision, Recall, F1, and More for Deep Learning Models

February 19, 2023February 19, 2023 Dr. Info Sec.

Precision Precision in machine learning is a metric used to evaluate the quality of a classification model. It measures the […]

Machine Learning

Difference Between Classification and Regression in Machine Learning

February 18, 2023 Dr. Info Sec.

Classification and regression are two common types of machine learning tasks. The main difference between classification and regression is the […]

Machine Learning

VGG19 Pros and cons

February 18, 2023 Dr. Info Sec.

VGG19 is a convolutional neural network (CNN) model that was developed by the Visual Geometry Group (VGG) at the University […]

Machine Learning

Loss Functions in PyTorch Models

February 17, 2023 Dr. Info Sec.

What are PyTorch Models? PyTorch is a popular open source machine learning framework that provides a number of tools and […]

Machine Learning

Transfer Learning For Binary-Class Image Classification Using Pre-trained VGG-16

April 25, 2021 Dr. Info Sec.

Problem: Transfer learning train a model on less data (<1000 images) and still getting good results (>80% accuracy) to demonstrate […]

Machine Learning

Image Classification with Single Class dataset using VGG-16 Transfer Learning

March 8, 2021 Dr. Info Sec.

Transfer learning generally refers to a process where a model trained on one problem is used in some way on […]

Machine Learning, Python ML Scripts

How to implement CapsuleNet on TensorFlow using Google Colab?

March 7, 2021 Dr. Info Sec.

So now we all know that Capsule Networks (by Geoffrey Hinton) is shaking up the AI space and literature state […]

Machine Learning

Classification of Objects in Photographs using Pre-trained VGG-16 Model

March 7, 2021 Dr. Info Sec.

Convolutional neural networks are now capable of outperforming humans on some computer vision tasks, such as classifying images. That is, […]

Machine Learning

How to fine-tune VGG-16 net using Keras on Google Colaboratory?

March 7, 2021March 7, 2021 Dr. Info Sec.

Training deep neural networks on CPUs is difficult. This tutorial will guide you on how to fine-tune VGG-16 net using […]

Machine Learning, Python ML Scripts

VGG-19 Convolutional Neural Network

March 6, 2021March 6, 2021 Dr. Info Sec.

VGG19 is a variant of the VGG model which in short consists of 19 layers (16 convolution layers, 3 Fully […]

Machine Learning

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