Tag: tensorflow

reading

CNN network introduction and practice: King of Glory hero image recognition

January 25, 2024

by Kiara Manda

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Welcome to Tencent Cloud community for more technical practice notes. This article is mainly a summary of CS231n course notes, adding some deep Arningbook, Tensorflow...

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Artificial intelligence (ai)

Confusing TensorFlow!

January 24, 2024

by Dr. Roy Pratt

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Written by Jacob Buckman at http://jacobbuckman.com. My name is Jacob and I am a research scholar for Google AI Resident. I joined the project in...

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The back-end

Tensorflow Fast Food Tutorial (4) – Matrix

January 24, 2024

by Dr. Gregory Scott

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The matrix has more elements, so it has more initialization functions. Linear generating functions such as tf.linspace and tf.range are no longer enough. 0 Could...

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The back-end

Tensorflow Fast Food Tutorial (5) – Norm

January 24, 2024

by Darshit Loyal

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As a fast food tutorial, we'll do as much code as possible, more tools, and less principles and formulas. But I also know that it's...

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Artificial intelligence (ai)

Efficient programming with TensorFlow

January 24, 2024

by Devansh Subramaniam

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The most obvious difference between TensorFlow and other numerical libraries such as Numpy is that TensorFlow manipulates symbols. This is a powerful feature, and it...

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The back-end

TensorFlow implements image completion based on deep learning

January 24, 2024

by Emily Harris-Stubbs

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Content recognition fill is a powerful tool that designers and photographers can use to fill in unwanted or missing parts of an image. Image completion...

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The back-end

DeepMind Open Source Sonnet: Build neural networks quickly in TensorFlow

January 24, 2024

by Janet Lord

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Sonnet's open sourcing means that the models DeepMind builds can be more easily shared with all developers.

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The front end

Prophecy Book – The Notebook gadget for TensorFlowJS

January 24, 2024

by Onkar Sharma

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In fact, when writing data-related codes, an integrated thing can greatly improve production efficiency, so I can write a tool to facilitate myself to play...

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Artificial intelligence (ai)

A TensorFlow model format is recommended

January 24, 2024

by Emily Brown

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TensorFlow models are available in a variety of formats and can be used for different scenarios. Any model that meets the specification can be easily...

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Artificial intelligence (ai)

A Quantization-Friendly Separable Convolution for MobileNets

January 23, 2024

by Eva Bansal

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MobileNetV1 is a lightweight network often used for mobile terminal deployment, but its quantization effect is very poor. Qualcomm explored the root cause of MobileNetV1...

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Artificial intelligence (ai)

[UK] Handtrack.js – Hand recognition and tracking in browser based on tensorflow. js

January 23, 2024

by Karen Simmonds

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The data used in this project is primarily from the Egohands dataset. This consists of 4800 images of the human hand With bounding box anno...

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Artificial intelligence (ai)

How slow is TensorFlow?

January 23, 2024

by 周佳樺

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Recently, someone raised a question on Zhihu, which attracted the attention of xiaobian. "There have been many public reviews comparing TensorFlow with other deep learning...

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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...

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The back-end

I built a TensorFlow open source machine learning platform at home

January 23, 2024

by Paula Eglinton

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This is the 12th day of my participation in the November Gwen Challenge, the last Gwen Challenge 2021. Weekend morning rest at home, afternoon set...

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Artificial intelligence (ai)

Tensorflow (1) IT man identifies roses

January 23, 2024

by 李雅玲

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In the field of machine learning, convolutional neural networks are at the heart of most state-of-the-art computer vision solutions for a variety of tasks. Tensorflow's...

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Artificial intelligence (ai)

TensorFlow c ++ practice and various pits!

January 23, 2024

by Katie Kelly

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Tensorflow's official website currently only contains python, C, Java, and Go release packages, and there is no C++ release package. Tensorflow's official website also indicates...

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Artificial intelligence (ai)

Deep Learning Tips (1) : How to save and restore TensorFlow training model

January 23, 2024

by Alex Hall

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Abstract: Deep learning tips: The author introduces how to save the deep learning model during training and then how to load it through a simple...

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Artificial intelligence (ai)

Enabling energy-efficient image recognition on devices — Qualcomm Technologies’ approach

January 23, 2024

by Debra Atkinson

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The Low Power Image Recognition Challenge (LPIRC) is an annual competition that evaluates computer vision technologies in terms of accuracy, execution time, and energy consumption....

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Artificial intelligence (ai)

Beginner to deep learning? Here are seven must-see books

January 23, 2024

by Katie Washington

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Computer vision expert Adrian Rosebrock recently wrote a useful list of seven books for beginners to deep learning and, most importantly, the best books to...

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Artificial intelligence (ai)

Machine Learning Tensorflow Note 4: iOS uses Tensorflow to train models with Core ML

January 23, 2024

by Rachel Simpson

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Tensorflow is an ARTIFICIAL intelligence framework launched by Google, while Core ML is an artificial intelligence framework launched by Apple. There is a big difference...

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Artificial intelligence (ai)

Install Tensorflow using the AVX instruction set

January 23, 2024

by 張婷婷

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Two Machine learning Python services have recently been launched, but the performance online is not particularly good, and the CPU load is very high. It...

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reading

Understand Tensorflow Extended in one minute

January 23, 2024

by Umang Dar

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Finally updated... oooo

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Artificial intelligence (ai)

MacOS Tensorflow PyCharm

January 23, 2024

by Kenneth Bruce

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TensorFlow was originally developed by researchers and engineers in the Google Brain Group (part of the Google Machine Intelligence Research Institute) for machine learning and...

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Artificial intelligence (ai)

Deep interesting | 08 DCGAN face image generated

January 23, 2024

by Lesley Hargreaves

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Introduction To training DCGAN on face data, and generating some face picture data using two data sets LFW: http://vis-www.cs.umass.edu/lfw/, LabeledFacesintheWild, more than 1.3W

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Artificial intelligence (ai)

TensorFlow failed to load runtime after installation.

January 23, 2024

by Katie Washington

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It's a problem that plagues me, and probably will afflict many others, so HERE's the solution. The reason for this is that your machine's CPU...

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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...

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The back-end

How to use TensorBoard visualization in PyTorch

January 23, 2024

by 晏宇軒

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Those of you who have used TensorFlow extensively have probably used TensorBoard, because tensorBoard is an advanced visualization tool, many of you are also fond...

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Artificial intelligence (ai)

TF2.0 implementation of Hands-on Deep Learning

January 23, 2024

by 胡惠雯

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This project will change the MXNet code implementation in the original book of hands-on deep learning into TensorFlow2.0 implementation. After my tutor consulted Li Mu,...

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Artificial intelligence (ai)

YOLO: 3-step real-time target detection installation and running tutorial

January 23, 2024

by 李俊傑

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YOLO: 3-step real-time target detection installation and running tutorial

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Artificial intelligence (ai)

How to apply TFGAN fast practice to generate adversarial network?

January 23, 2024

by Steven Ferrell

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Generative Adversarial Nets (GAN) are widely used in image generation, super-resolution image generation, image compression, image style conversion, data enhancement, text generation and other scenarios....

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