Archives for alexnet
In 2015, Ilya Sutskever co-founded OpenAI with Sam Altman, Elon Musk and Greg Brockman over dinner
The post The Brain That Supercharged ChatGPT, ImageNet and TF appeared first on Analytics India Magazine.
AI — the yesteryear’s wildest science fiction is now an integral part of our lives. It wasn’t like this a decade ago. People were talking, theorising and experimenting with AI for sure, but what happened in the last decade has made AI more tangible. This was the decade when AI went mainstream. Be it access…
The post A Decade Of AI: Most Defining Moments 2010-20 appeared first on Analytics India Magazine.
Implementing AlexNet Using PyTorch As A Transfer Learning Model In Multi-Class Classification
In this article, we will employ the AlexNet model provided by the PyTorch as a transfer learning framework with pre-trained ImageNet weights. The network will be trained on the CIFAR-10 dataset for a multi-class image classification problem and finally, we will analyze its classification accuracy when tested on the unseen test images.
The post Implementing AlexNet Using PyTorch As A Transfer Learning Model In Multi-Class Classification appeared first on Analytics India Magazine.
Implementing AlexNet Using PyTorch As A Transfer Learning Model In Multi-Class Classification
In this article, we will employ the AlexNet model provided by the PyTorch as a transfer learning framework with pre-trained ImageNet weights. The network will be trained on the CIFAR-10 dataset for a multi-class image classification problem and finally, we will analyze its classification accuracy when tested on the unseen test images.
The post Implementing AlexNet Using PyTorch As A Transfer Learning Model In Multi-Class Classification appeared first on Analytics India Magazine.
In this article, we will discuss the architecture and implementation of AlexNet using Keras library without using transfer learning approach. In the end, we will evaluate the performance of this model in classification.
The post Hands-on Guide To Implementing AlexNet With Keras For Multi-Class Image Classification appeared first on Analytics India Magazine.
Google has recently activated its patent for the IP known as ‘Dropout’; a solution widely used to regularize deep neural networks. The method is used to reduce overfitting, and allow for a computationally cheap, yet effective method of regularization. This is a method popular among data scientists and machine learning engineers, and has long been…
The post Google Activates ‘Dropout’ Patent, Neural Network Engineers To Be On Alert? appeared first on Analytics India Magazine.