參考內容推薦

OCR with Deep Learning in PyTorch (EasyOCR)

Modern OCR uses machine learning techniques to train computers to read the text inside images. Specifically, deep Neural Networks (NN) are ...

SidRamaOCR-using-Neural-Networks: A simple program ...

This program was created to recognise digits using Neural Networks which is a Supervised Machine Learning algorithm. It can be modified suitably to ...

OCR Neural Network from scratch

Generalised neural network implemented from scratch in python to teach step-wise functioning of a neural network and back-propagation training algorithm for ...

Improved optical character recognition with deep neural network

The proposed deep neural network achieved significantly better recognition accuracy on poor quality text images and resulted in an overall 21.5% reduction in ...

OCR Deep Learning: How Do You Do It?

OCR using deep learning involves the use of neural networks to provide a new spin on the old problem and revive the interest of both business owners and ML ... TL;DR · The Basics and Challenges of... · Deep Learning and OCR...

Gated Recurrent Convolution Neural Network for OCR

Optical Character Recognition (OCR) aims to recognize text in natural images. Inspired by a recently proposed model for general image classification, Recurrent ...

Optical Character Recognition (OCR)

Optical Character Recognition (OCR) · An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition. Benchmarking Chinese Text... · FSNS - Test · SUT · I2L-140K

基於神經網路中光學像差在OCR系統的影響

基於神經網路的OCR系統可以明顯降低廣角透鏡設計的複雜性。透鏡的數量從10個減少到6個，而孔徑從0.62毫米增加到0.71毫米。因此從辨識結果中發現，藉由文字框字後而多次訓練下 ...

博客來

書名：Design of Optical Character Recognition Using Neural Network，語言：英文，ISBN：9786207473977，頁數：92，作者：Dua, Rakhi，出版日期：2024/03/20，類別：自然科普.

Optical character recognition by a neural network

An optical character recognition (OCR) system, which uses a multilayer perceptron (MLP) neural network classifier, is described.

ocrneuralnetwork

ModernOCRusesmachinelearningtechniquestotraincomputerstoreadthetextinsideimages.Specifically,deepNeuralNetworks(NN)are ...,ThisprogramwascreatedtorecognisedigitsusingNeuralNetworkswhichisaSupervisedMachineLearningalgorithm.Itcanbemodifiedsuitablyto ...,Generalisedneuralnetworkimplementedfromscratchinpythontoteachstep-wisefunctioningofaneuralnetworkandback-propagationtrainingalgorithmfor ...,Th...

參考資訊如下