Archives for VGG19
Pystiche, framework for NST implementation, built and fully integrated with PyTorch.
The post Create Your Artistic Image Using Pystiche appeared first on Analytics India Magazine.
Through this article, we will explore how to build a classification model by which we can classify whether a person has pneumonia or not through CXR (Chest X-Ray) images.
The post How to Predict Pneumonia Based On CXR Images Using Transfer Learning? appeared first on Analytics India Magazine.
In this article, we will compare the multi-class classification performance of three popular transfer learning architectures - VGG16, VGG19 and ResNet50. These all three models that we will use are pre-trained on ImageNet dataset. For the experiment, we have taken the CIFAR-10 image dataset that is a popular benchmark in image classification. The performances of all the three models will be compared using the confusion matrices and their average accuracies.
The post Practical Comparison of Transfer Learning Models in Multi-Class Image Classification appeared first on Analytics India Magazine.