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 distill.pub
Activation Atlas
| | www.v7labs.com
Convolutional Neural Networks: Architectures, Types & Examples
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| | Convolutional neural networks (CNN) are particularly well-suited for image classification and object detection. Learn the basics of CNNs and how to use them.
| | www.asimovinstitute.org
The Neural Network Zoo - The Asimov Institute
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| | With new neural networkarchitectures popping up every now and then, its hard to keep track of them all. Knowing all the abbreviations being thrown around (DCIGN, BiLSTM, DCGAN, anyone?) can be a bit overwhelming at first. So I decided to compose a cheat sheet containingmany of thosearchitectures. Most of theseare neural networks, some are completely []
| | colah.github.io
Visualizing Representations: Deep Learning and Human Beings - colah's blog
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| | wtfleming.github.io
Cats vs Dogs - Part 3 - 99.1% Accuracy - Binary Image Classification with PyTorch and an Ensemble of ResNet Models
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| [AI summary] This post discusses achieving 99.1% accuracy in binary image classification of cats and dogs using an ensemble of ResNet models with PyTorch.