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Learn about best practices and tools for starting your first deep learning image classification project. This article discusses PyTorch, TensorFlow, fastai, ResNet-50, ResNet-101, MobileNet, and...

Getting Started With Image Classification: fastai, ResNet, MobileNet, and More

Getting Started With Image Classification: fastai, ResNet, MobileNet, and More
Learn about best practices and tools for starting your first deep learning image classification project. This article discusses PyTorch, TensorFlow, fastai, ResNet-50, ResNet-101, MobileNet, and several other concepts and tools.
 20 October 2020
Defining custom neural network architectures isn't necessary. Learn how to build a 99% accurate image classifier with Transfer Learning and PyTorch.

Introduction to Transfer Learning: Effective Machine Learning Without Custom Architecture

Introduction to Transfer Learning: Effective Machine Learning Without Custom Architecture
Defining custom neural network architectures isn't necessary. Learn how to build a 99% accurate image classifier with Transfer Learning and PyTorch.
 15 October 2020
Convolutional neural networks and deep learning don't have to be difficult subjects. Read this article if topics like input and output channels, kernels, strides, and...

Convolutional Neural Networks: An Introduction

Convolutional Neural Networks: An Introduction
Convolutional neural networks and deep learning don't have to be difficult subjects. Read this article if topics like input and output channels, kernels, strides, and receptive fields feel a bit fuzzy to you.
 5 October 2020