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
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