Python

Comprehensive Explanation of CNN Convolutional Neural Networks

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Comprehensive Explanation of CNN Convolutional Neural Networks

Follow “Deep Learning Natural Language Processing” to learn and grow together! Bookmark us to get more valuable content first-hand. Author: Yun Bu Jian Link: https://blog.csdn.net/Walk_OnTheRoad/article/details/108048101 Editor: Wang Meng, City University of Macau (Deep Learning Community) This note is based on the key knowledge summary from the book “Introduction to Deep Learning”.. Continuing from the notes … Read more

Manual for Recurrent Neural Networks (RNN)

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Manual for Recurrent Neural Networks (RNN)

Recently, the Google Translate that has been spreading like wildfire among friends has achieved stunning performance. The core technology here is RNN – the so-called Recurrent Neural Network. RNN can be regarded as one of the most promising tools in deep learning’s future. Do you want to understand the source of its power? Do you … Read more

Implementing a Neural Network from Scratch in Python

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Implementing a Neural Network from Scratch in Python

Click the "Advanced Programming" above and select the "Star" public account Super valuable content delivered to you immediately!!! In this article, we will demonstrate how to build a simple three-layer neural network from scratch. Although we will not derive all the mathematical operations involved in detail, I will do my best to explain our approach … Read more

Mathematical Principles Behind Neural Networks

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Mathematical Principles Behind Neural Networks

Original link:https://medium.com/towards-artificial-intelligence/one-lego-at-a-time-explaining-the-math-of-how-neural-networks-learn-with-implementation-from-scratch-39144a1cf80 From:Yongyu Excerpted from Algorithm Notes https://github.com/omar-florez/scratch_mlp/ The author explains step by step the mathematical processes used in training a neural network from scratch. Neural networks are cleverly arranged linear and nonlinear modules. The above image describes some of the mathematical processes involved in training a neural network. We will explain this in the … Read more

Volatility Prediction: CNN-Based Image Recognition Strategy (With Code)

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Volatility Prediction: CNN-Based Image Recognition Strategy (With Code)

Star ★TopPublic AccountLove you all♥ Author: Chuan Bai Translated by: 1+1=6 1 Introduction The financial market mainly deals with time series problems, and there are numerous algorithms and tools around time series forecasting. Today, we use CNN for regression-based prediction and compare it with some traditional algorithms to see how it performs. We focus on … Read more

Molecular Image Recognition with Python and MolScribe

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Molecular Image Recognition with Python and MolScribe

Scientific Illustration Business Consultation Customer Service (17857127498, same WeChat number) Please indicate ‘Scientific Illustration’ when adding friends Email: [email protected] Interpreting Ideas Through Images · Creating Art with Technology Sphere Studio, Making Science More Colorful A few days ago, I shared a website that intelligently recognizes molecular structures. After uploading an image, it can automatically convert … Read more

Build Your First Image Classification Model in Just 10 Minutes!

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Build Your First Image Classification Model in Just 10 Minutes!

Author: Pulkit Sharma; Translator: Wang Weili; Proofreader: Ding Nanya This article is about 3400 words, recommended reading time is 10 minutes. This article introduces the process of building a deep learning model for image recognition, providing a basic framework for beginners to solve image recognition problems by stating the actual competition problem, introducing the model … Read more

Top OCR Tools for Text Detection and Recognition

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Top OCR Tools for Text Detection and Recognition

Click the text above △ to visit the homepage for more content 01 Table and Chart Detection – Accurate Line-Level Text Detection and Recognition in Any Language Surya: A multilingual document OCR toolkit that enables accurate text line detection, with text recognition capabilities and support for table and chart detection, capable of handling various document … Read more

Using OCR and Regex to Verify Nucleic Acid Reports in 2 Minutes

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Using OCR and Regex to Verify Nucleic Acid Reports in 2 Minutes

Produced by Big Data Digest Author: Caleb Shanghai has not yet been unsealed. On April 9, at a press conference on epidemic prevention and control work in Shanghai, Vice Mayor Zong Ming stated that since March 1, Shanghai has conducted multiple rounds of nucleic acid screening or antigen testing. Since Shanghai announced comprehensive nucleic acid … Read more

OCR Image Recognition Using Python

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OCR Image Recognition Using Python

Data collection often encounters images that can only be viewed and not copied. Manually extracting text can require a significant amount of work. For example, in the table of prices for a property development, how can one find houses with lower unit prices? It can be difficult to discern with the naked eye. Can we … Read more