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TensorFlow

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TensorFlow for Computer Vision - Transfer Learning Made Easy

TensorFlow for Computer Vision - Transfer Learning Made Easy

What is Transfer Learning? How to implement Transfer Learning in TensorFlow? Learn all about it in 10 minutes or less.

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How To Install TensorFlow 2.7 on MacBook Pro M1 Pro With Ease

How To Install TensorFlow 2.7 on MacBook Pro M1 Pro With Ease

Learn how to install TensorFlow on Apple's new M1 Pro and M1 chips with GPU support, and also train your first neural network!

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TensorFlow for Computer Vision - How To Increase Model Accuracy With Data Augmentation

TensorFlow for Computer Vision - How To Increase Model Accuracy With Data Augmentation

Do you want to train highly accurate TensorFlow models? Try Data Augmentation - a blazing fast approach to add quantity and variety to your datasets.

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TensorFlow for Computer Vision — Does a More Complex Architecture Guarantee a Better Model?

TensorFlow for Computer Vision — Does a More Complex Architecture Guarantee a Better Model?

More complex neural network architecture doesn't guarantee a better model. Where's the tradeoff? Read to find out with code implementation in TensorFlow.

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TensorFlow for Computer Vision — How to Implement Pooling From Scratch in Python

TensorFlow for Computer Vision — How to Implement Pooling From Scratch in Python

Do you know what a pooling layer in TensorFlow does to a neural network? Read a complete guide to pooling from scratch in Python.

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TensorFlow for Computer Vision — How to Implement Convolutions From Scratch in Python

TensorFlow for Computer Vision — How to Implement Convolutions From Scratch in Python

Do you really know how convolutions work in TensorFlow? Here's a complete guide to implementing convolutions with padding from scratch in Python.

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TensorFlow for Computer Vision — How to Train Image Classifier with Convolutional Neural Networks

TensorFlow for Computer Vision — How to Train Image Classifier with Convolutional Neural Networks

Artificial neural networks are amazing, but not for image data. That's where convolutional networks come in. Learn how to use them with TensorFlow.

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TensorFlow for Computer Vision — How to Train Image Classifier with Artificial Neural Networks

TensorFlow for Computer Vision — How to Train Image Classifier with Artificial Neural Networks

Training image classifiers with artificial neural networks in TensorFlow isn't a good idea. Here's why, and also how you can do it.

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TensorFlow for Computer Vision— Top 3 Prerequisites for Deep Learning Projects

TensorFlow for Computer Vision— Top 3 Prerequisites for Deep Learning Projects

Do you want to train a neural network for image classification with TensorFlow? Make sure to do these three steps first.

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How to Write Custom TensorFlow Callbacks — The Easy Way

How to Write Custom TensorFlow Callbacks — The Easy Way

TensorFlow Series #7 - Do you find built-in TensorFlow callbacks limiting? You can write your own from scratch in Python. Here's the only guide you'll need.

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