TensorFlow

How to Implement Image Semantic Segmentation Using CRF-RNN

by
How to Implement Image Semantic Segmentation Using CRF-RNN

Selected from GitHub Author: Shuai Zheng et al. Translated by: Machine Heart Contributors: Jiang Siyuan This GitHub project implements image semantic segmentation by combining CNN and CRF-RNN models. Readers can follow this project to implement the process using Keras/Tensorflow. Demo Address: http://crfasrnn.torr.vision Project Address: https://github.com/sadeepj/crfasrnn_keras This GitHub project contains methods to implement “CRF-RNN” image semantic … Read more

How to Deceive Neural Networks to Recognize Pandas as Vultures

by
How to Deceive Neural Networks to Recognize Pandas as Vultures

Authorized Reprint from CSDN Source: codewords.recurse.com Translator: Liu Diwei, Reviewer: Liu Xiangyu, Editor: Zhong Ha Website: http://www.csdn.net Abstract: This article is based on the author’s reading of papers and practical tests, attempting to deceive neural networks. It gradually analyzes neural networks and the mathematical principles behind them, from tool installation to model training. The article … Read more

Understanding Attention Mechanisms in NLP with Code Examples

by
Understanding Attention Mechanisms in NLP with Code Examples

Follow the public account “ML_NLP“ Set as “Starred“, delivering heavy content promptly! Produced by Machine Learning Algorithms and Natural Language Processing Original Column Author: Don.hub Organization | JD Algorithm Engineer School | Imperial College London Outline Intuition Analysis Pros Cons From Seq2Seq To Attention Model Seq2Seq is important, but its drawbacks are also evident Attention … Read more

What Is Attention Mechanism in Neural Networks?

by
What Is Attention Mechanism in Neural Networks?

Original Author: Adam Kosiorek Annie, Translated from GitHub QbitAI | WeChat Official Account QbitAI The attention mechanism in neural networks has garnered significant attention. In this article, I will attempt to find commonalities and use cases of different mechanisms, explaining the principles and implementations of two types of soft visual attention. What is Attention? In … Read more

Quick Start Guide to Building an Image Recognition System with TensorFlow

by
Quick Start Guide to Building an Image Recognition System with TensorFlow

Compiled by Li Lin, Produced by QbitAI | WeChat Official Account QbitAI From the various image recognition software we have seen, machines seem to recognize faces, cats, dogs, flowers, various cars, and other objects that appear in daily life. However, there is a prerequisite: you need to train the system with images of these categories. … Read more

5 Python Libraries for Easy Image Recognition

by
5 Python Libraries for Easy Image Recognition

Hello everyone, I am Hao Ge! Today I want to share a very interesting topic with you — image recognition. With the development of artificial intelligence, image recognition technology has penetrated into all aspects of our lives. Whether it’s facial recognition for unlocking phones or object recognition in autonomous driving, this technology is indispensable. As … Read more