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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

PyTorch Ignite -- Classifying Tiny ImageNet with EfficientNet

#artificialintelligenceAug-22-2021, 17:15:10 GMT

This includes popular architectures such as ResNet-18, VGG16, GoogLeNet and ResNeXt-50. We will do something different for this project by selecting a pre-trained model that is not within the default list of Torchvision models. In particular, we will be using EfficientNet. EfficientNet is a convolutional neural network architecture and scaling method developed by Google in 2019. It has been shown to surpass state-of-the-art accuracy with up to 10 times better efficiency (i.e.

classifying tiny imagenet, efficientnet, pytorch ignite, (5 more...)

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.84)

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