CNN+Attention+Seq2Seq

Overview

Attention_OCR

CNN+Attention+Seq2Seq

  • The model and its tensor transformation are shown in the figure below

  • It is necessary ch_ train and ch_ test the picture address format of test text to its own file path format

  • There is a missing data picture in the data set originally given in the test set, and there is an empty picture in the picture data set

The path in the text is as follows

/mnt/disk2/std2021/hejiabang-data/OCR/attention_img/AttentionData/59041171_106970752.jpg 项链付出了十年的苦役
/mnt/disk2/std2021/hejiabang-data/OCR/attention_img/AttentionData/38115031_1485663711.jpg 。直到台“国防部长”
/mnt/disk2/std2021/hejiabang-data/OCR/attention_img/AttentionData/22905328_1196841476.jpg 有惊无险地以21比1
/mnt/disk2/std2021/hejiabang-data/OCR/attention_img/AttentionData/41681796_2460379288.jpg 尼在门前两米处上演“
....

The training results are as follows

Owner
Tsukinousag1
Tsukinousag1
Play the Namibian game of Owela against a terrible AI. Built using Django and htmx.

Owela Club A Django project for playing the Namibian game of Owela against a dumb AI. Built following the rules described on the Mancala World wiki pa

Adam Johnson 18 Jun 01, 2022
A post-processing tool for scanned sheets of paper.

unpaper Originally written by Jens Gulden — see AUTHORS for more information. Licensed under GNU GPL v2 — see COPYING for more information. Overview u

27 Dec 07, 2022
Forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE

EAST_ICPR: EAST for ICPR MTWI 2018 CHALLENGE Introduction This is a repository forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE. Origin Reposi

Haozheng Li 157 Aug 23, 2022
利用Paddle框架复现CRAFT

CRAFT-Paddle 利用Paddle框架复现CRAFT CRAFT 本项目基于paddlepaddle框架复现CRAFT,并参加百度第三届论文复现赛,将在2021年5月15日比赛完后提供AIStudio链接~敬请期待 参考项目: CRAFT: Character-Region Awarenes

QuanHao Guo 2 Mar 07, 2022
Unofficial implementation of "TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images"

TableNet Unofficial implementation of ICDAR 2019 paper : TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from

Jainam Shah 243 Dec 30, 2022
Tesseract Open Source OCR Engine (main repository)

Tesseract OCR About This package contains an OCR engine - libtesseract and a command line program - tesseract. Tesseract 4 adds a new neural net (LSTM

48.4k Jan 09, 2023
Official implementation of Character Region Awareness for Text Detection (CRAFT)

CRAFT: Character-Region Awareness For Text detection Official Pytorch implementation of CRAFT text detector | Paper | Pretrained Model | Supplementary

Clova AI Research 2.5k Jan 03, 2023
Satoshi is a discord bot template in python using discord.py that allow you to track some live crypto prices with your own discord bot.

Satoshi ~ DiscordCryptoBot Satoshi is a simple python discord bot using discord.py that allow you to track your favorites cryptos prices with your own

Théo 2 Sep 15, 2022
a deep learning model for page layout analysis / segmentation.

OCR Segmentation a deep learning model for page layout analysis / segmentation. dependencies tensorflow1.8 python3 dataset: uw3-framed-lines-degraded-

99 Dec 12, 2022
Learn computer graphics by writing GPU shaders!

This repo contains a selection of projects designed to help you learn the basics of computer graphics. We'll be writing shaders to render interactive two-dimensional and three-dimensional scenes.

Eric Zhang 1.9k Jan 02, 2023
Repository for Scene Text Detection with Supervised Pyramid Context Network with tensorflow.

Scene-Text-Detection-with-SPCNET Unofficial repository for [Scene Text Detection with Supervised Pyramid Context Network][https://arxiv.org/abs/1811.0

121 Oct 15, 2021
Open Source Differentiable Computer Vision Library for PyTorch

Kornia is a differentiable computer vision library for PyTorch. It consists of a set of routines and differentiable modules to solve generic computer

kornia 7.6k Jan 04, 2023
Deep learning based page layout analysis

Deep Learning Based Page Layout Analyze This is a Python implementaion of page layout analyze tool. The goal of page layout analyze is to segment page

186 Dec 29, 2022
[ICCV, 2021] Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks

Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks This is an official PyTorch code repository of the paper "Cloud Transformers:

Visual Understanding Lab @ Samsung AI Center Moscow 27 Dec 15, 2022

Installations for running keras-theano on GPU Upgrade pip and install opencv2 cd ~ pip install --upgrade pip pip install opencv-python Upgrade keras

Berat Kurar Barakat 14 Sep 30, 2022
FOTS Pytorch Implementation

News!!! Recognition branch now is added into model. The whole project has beed optimized and refactored. ICDAR Dataset SynthText 800K Dataset detectio

Ning Lu 599 Dec 19, 2022
Course material for the Multi-agents and computer graphics course

TC2008B Course material for the Multi-agents and computer graphics course. Setup instructions Strongly recommend using a custom conda environment. Ins

16 Dec 13, 2022
TextBoxes: A Fast Text Detector with a Single Deep Neural Network https://github.com/MhLiao/TextBoxes 基于SSD改进的文本检测算法,textBoxes_note记录了之前整理的笔记。

TextBoxes: A Fast Text Detector with a Single Deep Neural Network Introduction This paper presents an end-to-end trainable fast scene text detector, n

zhangjing1 24 Apr 28, 2022
Train custom VR face tracking parameters

Pal Buddy Guy: The anipal's best friend This is a small script to improve upon the tracking capabilities of the Vive Pro Eye and facial tracker. You c

7 Dec 12, 2021
Histogram specification using openCV in python .

histogram specification using openCV in python . Have to input miu and sigma to draw gausssian distribution which will be used to map the input image . Example input can be miu = 128 sigma = 30

Tamzid hasan 6 Nov 17, 2021