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
Shape Detection - It's a shape detection project with OpenCV and Python.

Shape Detection It's a shape detection project with OpenCV and Python. Setup pip install opencv-python for doing AI things. pip install simpleaudio fo

1 Nov 26, 2022
Ocular is a state-of-the-art historical OCR system.

Ocular Ocular is a state-of-the-art historical OCR system. Its primary features are: Unsupervised learning of unknown fonts: requires only document im

228 Dec 30, 2022
A document scanner application for laptops/desktops developed using python, Tkinter and OpenCV.

DcoumentScanner A document scanner application for laptops/desktops developed using python, Tkinter and OpenCV. Directly install the .exe file to inst

Harsh Vardhan Singh 1 Oct 29, 2021
Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture

Handwriting Recognition System This repository is the Tensorflow implementation of the Handwriting Recognition System described in Handwriting Recogni

Edgard Chammas 346 Jan 07, 2023
A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

1 Dec 22, 2021
Msos searcher - A half-hearted attempt at finding a magic square of squares

MSOS searcher A half-hearted attempt at finding (or rather searching) a MSOS (Magic Square of Squares) in the spirit of the Parker Square. Running I r

Niels Mündler 1 Jan 02, 2022
Library used to deskew a scanned document

Deskew //Note: Skew is measured in degrees. Deskewing is a process whereby skew is removed by rotating an image by the same amount as its skew but in

Stéphane Brunner 273 Jan 06, 2023
Go package for OCR (Optical Character Recognition), by using Tesseract C++ library

gosseract OCR Golang OCR package, by using Tesseract C++ library. OCR Server Do you just want OCR server, or see the working example of this package?

Hiromu OCHIAI 1.9k Dec 28, 2022
A pkg stiching around view images(4-6cameras) to generate bird's eye view.

AVP-BEV-OPEN Please check our new work AVP_SLAM_SIM A pkg stiching around view images(4-6cameras) to generate bird's eye view! View Demo · Report Bug

Xinliang Zhong 37 Dec 01, 2022
make a better chinese character recognition OCR than tesseract

deep ocr See README_en.md for English installation documentation. 只在ubuntu下面测试通过,需要virtualenv安装,安装路径可自行调整: git clone https://github.com/JinpengLI/deep

Jinpeng 1.5k Dec 28, 2022
A simple OCR API server, seriously easy to be deployed by Docker, on Heroku as well

ocrserver Simple OCR server, as a small working sample for gosseract. Try now here https://ocr-example.herokuapp.com/, and deploy your own now. Deploy

Hiromu OCHIAI 541 Dec 28, 2022
Text-to-Image generation

Generate vivid Images for Any (Chinese) text CogView is a pretrained (4B-param) transformer for text-to-image generation in general domain. Read our p

THUDM 1.3k Jan 05, 2023
👄 The most accurate natural language detection library for Java and the JVM, suitable for long and short text alike

Quick Info this library tries to solve language detection of very short words and phrases, even shorter than tweets makes use of both statistical and

Peter M. Stahl 532 Dec 28, 2022
Just a script for detecting the lanes in any car game (not just gta 5) with specific resolution and road design ( very basic and limited )

GTA-5-Lane-detection Just a script for detecting the lanes in any car game (not just gta 5) with specific resolution and road design ( very basic and

Danciu Georgian 4 Aug 01, 2021
A dataset handling library for computer vision datasets in LOST-fromat

A dataset handling library for computer vision datasets in LOST-fromat

8 Dec 15, 2022
Optical character recognition for Japanese text, with the main focus being Japanese manga

Manga OCR Optical character recognition for Japanese text, with the main focus being Japanese manga. It uses a custom end-to-end model built with Tran

Maciej Budyś 327 Jan 01, 2023
A tool combining EasyOCR and LaMa to automatically detect text and replace it with an inpainted background.

EasyLaMa (WIP) This is a tool combining EasyOCR and LaMa to automatically detect text and replace it with an inpainted background. Installation For GP

3 Sep 17, 2022
InverseRenderNet: Learning single image inverse rendering, CVPR 2019.

InverseRenderNet: Learning single image inverse rendering !! Check out our new work InverseRenderNet++ paper and code, which improves the inverse rend

Ye Yu 141 Dec 20, 2022
Super Mario Game With Python

Super_Mario Hello all this is a simple python program which tries to use our body as a controller for the super mario game Here I have used media pipe

Adarsh Badagala 219 Nov 25, 2022
A pure pytorch implemented ocr project including text detection and recognition

ocr.pytorch A pure pytorch implemented ocr project. Text detection is based CTPN and text recognition is based CRNN. More detection and recognition me

coura 444 Dec 30, 2022