A tool combining EasyOCR and LaMa to automatically detect text and replace it with an inpainted background.

Overview

Example

EasyLaMa (WIP)

This is a tool combining EasyOCR and LaMa to automatically detect text and replace it with an inpainted background.

Installation

For GPU support install PyTorch with CUDA or ROCm support manually.

pip install git+https://github.com/kanttouchthis/EasyLaMa

Usage

For a list of supported languages see EasyOCR

from EasyLaMa import TextRemover

tr = TextRemover(languages=["en", "de"], device="cuda)
result, mask = tr("example.png", mask_edge=4, radius=0) # Can take filepath, url, PIL Image object as input. Returns result, mask as PIL Image object
result.save("result.png")
mask.save("mask.png")
usage: easylama [-h] [-e EDGE] [-r RADIUS] [-o OUTPUT] [-m MASK] [-d DEVICE] [-l LANGUAGES [LANGUAGES ...]] image

positional arguments:
  image                 Image to process. Required

optional arguments:
  -h, --help            show this help message and exit
  -e EDGE, --edge EDGE  Extra margin at the edges of detected boxes. Default: 1
  -r RADIUS, --radius RADIUS
                        Radius for rounded corners. 0 = no rounding. Default: 1
  -o OUTPUT, --output OUTPUT
                        Filename for storing result, Default: "result.jpg"
  -m MASK, --mask MASK  Filename for storing mask. Default: don't store mask
  -d DEVICE, --device DEVICE
                        Device to use (cuda, cuda:0, cpu...). Default: cuda
  -l LANGUAGES [LANGUAGES ...], --languages LANGUAGES [LANGUAGES ...]
                        Languages to detect. See https://www.jaided.ai/easyocr/ for supported languages and their
                        abbreviations. Default: en
Ddddocr - 通用验证码识别OCR pypi版

带带弟弟OCR通用验证码识别SDK免费开源版 今天ddddocr又更新啦! 当前版本为1.3.1 想必很多做验证码的新手,一定头疼碰到点选类型的图像,做样本费时

Sml2h3 4.4k Dec 31, 2022
Hand Detection and Finger Detection on Live Feed

Hand-Detection-On-Live-Feed Hand Detection and Finger Detection on Live Feed Getting Started Install the dependencies $ git clone https://github.com/c

Chauhan Mahaveer 2 Jan 02, 2022
Code for CVPR'2022 paper ✨ "Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model"

PPE ✨ Repository for our CVPR'2022 paper: Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-

Zipeng Xu 34 Nov 28, 2022
Detect textlines in document images

Textline Detection Detect textlines in document images Introduction This tool performs border, region and textline detection from document image data

QURATOR-SPK 70 Jun 30, 2022
Neural search engine for AI papers

Papers search Neural search engine for ML papers. Demo Usage is simple: input an abstract, get the matching papers. The following demo also showcases

Giancarlo Fissore 44 Dec 24, 2022
The code for “Oriented RepPoints for Aerail Object Detection”

Oriented RepPoints for Aerial Object Detection The code for the implementation of “Oriented RepPoints”, Under review. (arXiv preprint) Introduction Or

WentongLi 207 Dec 24, 2022
question‘s area recognition using image processing and regular expression

======================================== Paper-Question-recognition ======================================== question‘s area recognition using image p

Yuta Mizuki 7 Dec 27, 2021
An advanced 2D image manipulation with features such as edge detection and image segmentation built using OpenCV

OpenCV-ToothPaint3-Advanced-Digital-Image-Editor This application named ‘Tooth Paint’ version TP_2020.3 (64-bit) or version 3 was developed within a w

JunHong 1 Nov 05, 2021
EAST for ICPR MTWI 2018 Challenge II (Text detection of network images)

EAST_ICPR2018: EAST for ICPR MTWI 2018 Challenge II (Text detection of network images) Introduction This is a repository forked from argman/EAST for t

QichaoWu 49 Dec 24, 2022
An Implementation of the seglink alogrithm in paper Detecting Oriented Text in Natural Images by Linking Segments

Tips: A more recent scene text detection algorithm: PixelLink, has been implemented here: https://github.com/ZJULearning/pixel_link Contents: Introduc

dengdan 484 Dec 07, 2022
Scene text detection and recognition based on Extremal Region(ER)

Scene text recognition A real-time scene text recognition algorithm. Our system is able to recognize text in unconstrain background. This algorithm is

HSIEH, YI CHIA 155 Dec 06, 2022
Contextual speed detection for python

Speed Prediction using Optical Flow and 2D CNN About the challenge: Comma.AI Speed Challenge This challenge was developed by Comma.AI to predict the s

Mahimana Bhatt 2 Dec 16, 2021
Tools for manipulating and evaluating the hOCR format for representing multi-lingual OCR results by embedding them into HTML.

hocr-tools About About the code Installation System-wide with pip System-wide from source virtualenv Available Programs hocr-check -- check the hOCR f

OCRopus 285 Dec 08, 2022
A python programusing Tkinter graphics library to randomize questions and answers contained in text files

RaffleOfQuestions Um programa simples em python, utilizando a biblioteca gráfica Tkinter para randomizar perguntas e respostas contidas em arquivos de

Gabriel Ferreira Rodrigues 1 Dec 16, 2021
Automatically download multiple papers by keywords in CVPR

CVFPaperHelper Automatically download multiple papers by keywords in CVPR Install mkdir PapersToRead cd PaperToRead pip install requests tqdm git clon

46 Jun 08, 2022
a Deep Learning Framework for Text

DeLFT DeLFT (Deep Learning Framework for Text) is a Keras and TensorFlow framework for text processing, focusing on sequence labelling (e.g. named ent

Patrice Lopez 350 Dec 19, 2022
This is the implementation of the paper "Gated Recurrent Convolution Neural Network for OCR"

Gated Recurrent Convolution Neural Network for OCR This project is an implementation of the GRCNN for OCR. For details, please refer to the paper: htt

90 Dec 22, 2022
(CVPR 2021) Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds

BRNet Introduction This is a release of the code of our paper Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds,

86 Oct 05, 2022
pyntcloud is a Python library for working with 3D point clouds.

pyntcloud is a Python library for working with 3D point clouds.

David de la Iglesia Castro 1.2k Jan 07, 2023
Handwritten Text Recognition (HTR) using TensorFlow 2.x

Handwritten Text Recognition (HTR) system implemented using TensorFlow 2.x and trained on the Bentham/IAM/Rimes/Saint Gall/Washington offline HTR data

Arthur Flôr 160 Dec 21, 2022