![alien vs predator meme alien vs predator meme](https://i.pinimg.com/originals/a6/12/c7/a612c7dfba78217831a637f95df2dc7e.gif)
Andrej Karpathy, Transfer Learning - CS231n Convolutional Neural Networks for Visual Recognition ImageNet, which contains 1.2 million images with 1000 categories), and then use the ConvNet either as an initialization or a fixed feature extractor for the task of interest. Instead, it is common to pretrain a ConvNet on a very large dataset (e.g. Wait, what’s transfer learning? And why ResNet-50? In practice, very few people train an entire Convolutional Network from scratch (with random initialization), because it is relatively rare to have a dataset of sufficient size. See notebooks on GitHub, Kaggle kernels or Neptune versions with fancy charts. We’ll get as practical as possible, to show both the conceptual differences and conventions.Īt the same time we’ll keep the code fairly minimal, to make it clear and easy to read and reuse. As training from scratch is unfeasible in most cases (as it is very data hungry), we’ll perform transfer learning using ResNet-50 pre-trained on ImageNet. We’ll perform image classification, one of the computer vision tasks deep learning shines at. Both Predator and Alien are deeply interested in AI. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators! Image taken from our dataset. We’re going to pit Keras and PyTorch against each other, showing their strengths and weaknesses in action.
![alien vs predator meme alien vs predator meme](https://i.ytimg.com/vi/bYOCpI7Tcuw/maxresdefault.jpg)
In the previous post, they gave you an overview of the differences between Keras and PyTorch, aiming to help you pick the framework that’s better suited to your needs.
![alien vs predator meme alien vs predator meme](https://pics.me.me/alien-vs-predator-area-51-we-have-to-get-the-61654108.png)
This article was written by Piotr Migdał, Rafał Jakubanis and myself.
#Alien vs predator meme how to#
By Patryk Miziuła Keras vs PyTorch: how to distinguish Aliens vs Predators with transfer learning