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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.
Olga Mierzwa-Sulima,
 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.
Olga Mierzwa-Sulima,
 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.
Olga Mierzwa-Sulima,
 5 October 2020