Archives for alexnet image classification
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.