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PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector

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EAST

Requirements

  • Python 3.9

Installation

1. Clone this repository

git clone https://github.com/4620511/EAST

2. Install dependencies

poetry install

If you don't have poetry, get by running following command.

curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python -

In addition, install PyTorch that works in your environment.

Normally, adding by following command.

poetry add torch torchvision

Or, if your GPU is NVIDIA RTX A6000 or something like "sm_86" architecture, you have to adding by following command.

poetry run poe cuda113

3. Download pre-trained weights

./scripts/download.sh

Usage

Demo

poetry run poe demo

Default port is 8888.
Change by editing .streamlit/config.toml.

Use your dataset

poetry run python detect.py ./path/to/your/dataset --pattern "*.jpg"

More options available with poetry run python detect.py -h.

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