TensorFlow

Understanding Fast-SCNN and Implementation Using TensorFlow 2.0

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Understanding Fast-SCNN and Implementation Using TensorFlow 2.0

Click the above “Beginner’s Guide to Vision”, select“Star” or “Pin” Heavy content delivered at the first time Author: Kshitiz Rimal Compiler: ronghuaiyang Introduction An explanation of the Fast-SCNN image segmentation method and code analysis of its implementation. Fast Segmentation Convolutional Neural Network (Fast-SCNN) is a real-time semantic segmentation model designed for high-resolution image data, suitable … Read more

How to Pass the TensorFlow Developer Certification Exam

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How to Pass the TensorFlow Developer Certification Exam

Author: Daniel Bourke Published on: 06/06/2020 Translator: Fang Xingxuan This article is 5600 words long and is recommended to be read in 10 minutes. This article summarizes the pre-exam preparation and answers to questions that may arise during the exam based on the author’s experience of taking the TensorFlow certification exam. Tags: Machine Learning | … Read more

Building Deep Neural Networks with C++ in TensorFlow

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Building Deep Neural Networks with C++ in TensorFlow

Selected from Matrices.io Author: Florian Courtial Translated by Machine Heart Source: Robot Heart Contributors: Li Zenan, Jiang Siyuan The popular deep learning framework TensorFlow (The Chinese official account of TensorFlow was launched earlier this month) is built on C++, but the vast majority of people develop their models using TensorFlow in Python. With the improvement … Read more

Top Ten Basic Operations of TensorFlow

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Top Ten Basic Operations of TensorFlow

Click on the above “Beginner Learning Vision“, choose to add “Starred” or “Pinned“ Heavy content delivered first-hand TensorFlow is an open-source, Python-based machine learning framework developed by Google. It provides interfaces in multiple programming languages such as Python, C/C++, Java, Go, and R, and has rich applications in scenarios such as image classification, audio processing, … Read more

A Foreign Guy Visualized CNN Clearly: Convolution and Pooling

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A Foreign Guy Visualized CNN Clearly: Convolution and Pooling

Xiao Xiao Yu Yang from Aofeisi Reported | Quantum Bit When it comes to computer vision, CNN is indispensable. But what do convolution, pooling, and Softmax actually look like, and how are they interconnected? Imagining it from code can be a bit chilling. So, someone simply used Unity to create a complete 3D visualization. It’s … Read more

LSTM-Based Benchmark Axle Speed Prediction Method for Rail Vehicles

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LSTM-Based Benchmark Axle Speed Prediction Method for Rail Vehicles

0 Introduction The traction and braking forces of rail vehicles come from the adhesion between the wheel and rail, and the adhesion coefficient is influenced by various factors such as speed, axle load, and the condition of the wheel-rail surface. These factors are affected by the natural environment, leading to complex and variable adhesion characteristics. … Read more

ALBERT: A Lightweight BERT for Self-Supervised Learning in Language Representation

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ALBERT: A Lightweight BERT for Self-Supervised Learning in Language Representation

Follow us on WeChat “ML_NLP” Set as “Starred”, heavy content delivered first hand! Written by / Radu Soricut and Zhenzhong Lan, Researchers, Google Research Since the advent of BERT a year ago, natural language research has adopted a new paradigm: leveraging a large amount of existing text to pre-train model parameters in a self-supervised manner … Read more

In-Depth Analysis of BERT Source Code

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In-Depth Analysis of BERT Source Code

By/Gao Kaiyuan Image Source: Internet Introduction [email protected] I have been reviewing materials related to Paddle, so I decided to take a closer look at the source code of Baidu’s ERNIE. When I skimmed through it before, I noticed that ERNIE 2.0 and ERNIE-tiny are quite similar to BERT. I wonder what changes have been made … Read more

How to Quickly Use BERT?

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How to Quickly Use BERT?

Follow the public account “ML_NLP“ Set as “Starred“, important content delivered first! Source | Zhihu Address | https://zhuanlan.zhihu.com/p/112235454 Author | TotoroWang Editor | Machine Learning Algorithms and Natural Language Processing Public Account This article has been authorized by the author and is prohibited from secondary reproduction Introduction Since I have been working on BERT models … Read more

Understanding BERT Source Code in One Article

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Understanding BERT Source Code in One Article

Author: Chen Zhiyan This article is about 4400 words long and is recommended to read in over 10 minutes. The article provides a detailed interpretation of the source code for the BERT model pre-training task, analyzing each implementation step of the BERT source code in the Eclipse development environment. The BERT model architecture is an … Read more