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Image Preparation for Convolutional Neural Networks with TensorFlow's Keras API

deep learning

pytorch

cuda

gpu

cudnn

nvidia

training

train

activation function

AI

artificial intelligence

artificial neural network

autoencoders

batch normalization

clustering

CNN

convolutional neural network

data augmentation

education

Tensorflow.js

fine-tune

image classification

Keras

learning

machine learning

neural net

neural network

Python

relu

Sequential model

SGD

supervised learning

Tensorflow

transfer learning

tutorial

unsupervised learning

TFJS

Автор: deeplizard

Загружено: 2020-07-16

Просмотров: 72200

Описание: In this episode, we'll go through all the necessary image preparation and processing steps to get set up to train our first convolutional neural network (CNN) using TensorFlow's Keras API.

🕒🦎 VIDEO SECTIONS 🦎🕒

00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:26 Obtain the Data
00:41 Organize the Data
08:05 Process the Data
13:29 Visualize the Data
18:02 Collective Intelligence and the DEEPLIZARD HIVEMIND

💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥

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Ling Li

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🎓 Deep Learning with deeplizard:
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Image Preparation for Convolutional Neural Networks with TensorFlow's Keras API

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