Archives for cifar-10

12 Jun

Implementing AlexNet Using PyTorch As A Transfer Learning Model In Multi-Class Classification

image-13229
image-13229

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.

12 Jun

Implementing AlexNet Using PyTorch As A Transfer Learning Model In Multi-Class Classification

image-13231
image-13231

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.

10 Mar

Top 7 Baselines For Image Recognition

image-10646
image-10646

Image classification tasks occupy the majority of machine learning experiments. Their critical usage in medical diagnosis, digital photography, self-driving cars and many others have attracted researchers to innovate models that would give near perfect prediction of the target object. Here, we have compiled a list of top-performing methods according to papers with code, on the…

The post Top 7 Baselines For Image Recognition appeared first on Analytics India Magazine.