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| | wtfleming.github.io
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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.
| | www.analyticsvidhya.com
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| | Image classification using CNN and explore how to create, train, and evaluate neural networks for image classification tasks.
| | marcospereira.me
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| | In this post we summarize the math behind deep learning and implement a simple network that achieves 85% accuracy classifying digits from the MNIST dataset.
| | sefiks.com
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| Heaviside step function is one of the most common activation function in neural networks. The functionproduces binary output. That is the reason why it alsocalled as binary step function. That's why, they are very useful for binary classification studies.