The Best Keras tutorial and blogs for Beginners and Experts at Moment For Technology

Tag: Keras

Keras deep learning — Building deep neural networks to improve model accuracy

February 7, 2024

by Debra Macias

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Deep neural network means that there are multiple hidden layers between input layer and output layer. Multiple hidden layers ensure that neural networks can learn...

Artificial intelligence (ai)

Keras Deep Learning — Influence of input value distribution on neural network Model performance

February 6, 2024

by Barry Harris

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Different distributions of input values can change the training speed. In this section, we'll learn how to train weights faster by modifying input values to...

Artificial intelligence (ai)

Initial experience of constructing neural networks using Keras

February 6, 2024

by Christopher Foster

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We have learned the foundation of neural network construction and the training process of neural network. In this section, we will build neural networks using...

The back-end

Simple deep learning framework Keras code parsing and application

February 6, 2024

by Kenneth Bruce

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The language briefly explains the installation and use of keras framework.

Artificial intelligence (ai)

Deep Learning 005- Solving dichotomies in a few lines of Keras code

February 6, 2024

by Hilary Reed

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Many articles and textbooks use the MNIST dataset as the "Hello World" program for deep learning, but this dataset has one big feature: it is...

Artificial intelligence (ai)

Neural tensor networks: Exploring relationships between text entities

February 6, 2024

by Mr. Michael Franklin II

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In this article, I will introduce neural tensor networks (NTN) as described in Reasoning with a Knowledge base based on neural tensor networks. My NTN...

Artificial intelligence (ai)

Image edge detection using Keras — original by Jinkey

February 6, 2024

by Justine Twidle

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Keras two-dimensional convolution is used for image edge detection

Artificial intelligence (ai)

TensorFlow tutorial –Keras Machine Learning basics ① Clothing image classification

February 6, 2024

by 刁冠宇

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1. Import fashion MNIST data set. After loading the data, four NUMPY arrays will be returned: train_image and train_labels are training sets for learning data

Artificial intelligence (ai)

Keras: Use TensorFlow to customize models and training

February 5, 2024

by Shannon Bradley

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When we need extra control to write custom loss functions, custom metrics, layers, models, initializers, regularization functions, weight constraints, etc., this is when we need...

Artificial intelligence (ai)

TensorFlow is the most active, Keras is the most popular

February 4, 2024

by Kismat Kant

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We ranked 23 open source deep learning libraries for data science. The ranking is based on three equally weighted metrics: activity on Github, activity on...

Artificial intelligence (ai)

Lore: Deep learning model from configuration to deployment in 15 minutes

January 31, 2024

by Levi Adkins

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Today, Keras author Francois Chollet has posted a post on how to configure, build, deploy, and maintain deep learning models in 15 minutes based on...

ios

Real-time target detection using YOLO

January 31, 2024

by Dr. Angela Moran

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Identify what objects are in an image and where they are in the image. Detection is a more complex problem than classification, because classification can...

Artificial intelligence (ai)

Keras Data preprocessor ImageDataGenerator

January 30, 2024

by Debra Hill

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1. Introduction When using Keras for image classification task, if the data set is small (data acquisition difficulty, etc.), in order to make full use...

The development tools

Install Tensorflow+Keras in 64-bit Windows 10

January 30, 2024

by Dr. Natasha Whittaker

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Windows 10 下载 PIP,conda 下载 Tensorflow: %APPDATA% PIP PIP. Ini: %APPDATA% PIP PIP. Ini: %APPDATA% PIP PIP.

Artificial intelligence (ai)

How to quickly identify the speaker based on transfer learning?

January 30, 2024

by Nicola Frost

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UBC Luanch Pad proposes a speaker recognition method based on transfer learning, which aims to distinguish the audio information of different speakers in a multi-person...

Artificial intelligence (ai)

Starting Deep Learning and Python with Keras (part 1)

January 27, 2024

by 徐建宏

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In this Keras tutorial, you'll discover how easy it is to get started with deep learning and Python. You will use the Keras deep learning...

Artificial intelligence (ai)

Keras model outputs multiple loss weight metrics Settings

January 27, 2024

by Hrishita Koshy

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Small knowledge, big challenge! This article is participating in the creation activity of "Essential Tips for Programmers". Model output classify: two-dimensional array, classified softmax output,...

Artificial intelligence (ai)

Explore the details of YOLO V3 implementation – Part 3 networking

January 26, 2024

by Chelsea Heath

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YOLO, which stands for "You Only Look Once," is an object detection algorithm based on convolutional neural network (CNN). YOLO V3 is the third version...

Artificial intelligence (ai)

Deep Learning 006- Graft – Use Keras transfer learning to improve performance

January 26, 2024

by Steven Tate

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An article in our own definition model to solve the problem of the binary classification, after 20 rounds of training to get about 74% accuracy,...

Artificial intelligence (ai)

Navy Commander’s Crash Guide: Build your AI navy with Keras

January 26, 2024

by Ms. Sheila Price

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In our previous answer on Zhihu, researchers at the University of Chicago were able to use AI to write fake reviews for restaurants and hotels...

Artificial intelligence (ai)

Using deep learning to teach you how to achieve a “graph search”

January 25, 2024

by Rebecca Harmon

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In our previous article, "Image Retrieval Series -- Detecting Image Similarity with Python," we introduced a very common algorithm in image retrieval, the perceptive hashing...

Artificial intelligence (ai)

How to use Keras to train the object detection model

January 25, 2024

by Lindsay Smith

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Target detection is a challenging computer vision subject, which includes predicting the position of the target in the image and confirming what type of object...

Artificial intelligence (ai)

Mask R-CNN Keras/TensorFlow/Pytorch code implementation

January 23, 2024

by Aayush Borra

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We propose a conceptually simple, flexible, and versatile framework for object instance segmentation. Our method can effectively detect the target in the image and generate...

The development tools

Real-time face detection and categorization by expression/gender

January 23, 2024

by Taimur Chandra

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Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

Artificial intelligence (ai)

Read Pytorch sentence by sentence (Update)

January 23, 2024

by Stephanie Caldwell-Webster

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Trying to understand deep learning concepts and techniques from code Snippets and PyTorch source code Back to main Contents Article Video notes are updated over...

Artificial intelligence (ai)

How to use YOLOv3 for object detection in Keras

January 23, 2024

by 高郁婷

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Object detection is a task of computer vision, which involves recognizing the existence, location, type and other attributes of one or more objects for a...

Artificial intelligence (ai)

FancyKeras- Data Entry (traditional)

January 23, 2024

by Roger Patel

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First of all, it is clear that the model cannot directly convolve images. It must be converted into a NUMPY array before it can be...

Artificial intelligence (ai)

Google Developer Conference: Tensorflow tips you need to know

January 23, 2024

by Christina Gutierrez

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Google Development Days China 2018 was held recently in China. It's a pity that xiaobian was stuck in Hefei due to non-resistant factors and could...

Artificial intelligence (ai)

Object detection YOLO V3 training face detection model

January 22, 2024

by Melissa Jensen-Evans

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YOLO, short for You Only Look Once, is an object detection algorithm based on deep convolutional neural network. YOLO V3 is the third version of...

Artificial intelligence (ai)

How do I convert kerAS-trained models into TensorFlow Lite models

January 22, 2024

by Kelly Vincent

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Keras is an advanced neural network API suitable for beginners. It can run as a back end of TensorFlow, CNTK, or Theano. The model trained...