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 teddykoker.com
Histopathologic Cancer Detection with Transfer Learning | Teddy Koker
| | blog.paperspace.com
Image Classification with Attention
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| | Follow this tutorial to learn what attention in deep learning is, and why attention is so important in image classification tasks. We then follow up with a demo on implementing attention from scratch with VGG.
| | www.analyticsvidhya.com
DCGAN for Dummies |Deep Convolutional Generative Adversarial Network
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| | DCGAN uses convolutional and convolutional-transpose layers in the generator and discriminator, respectively for image data
| | 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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| | datadan.io
AI building blocks - from scratch with Python - Data Dan
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| Linear regression and gradient descent are techniques that form the basis of many other, more complicated, ML/AI techniques (e.g., deep learning models). They are, thus, building blocks that all ML/AI engineers need to understand.