LINEA
LINEA: Fast and accurate line detection using scalable transformers [ICIP 2025]
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Download Latest Version (.zip)- dataset.py
- linea.py
- optimizer.py
- linea_hgnetv2_l.py
- linea_hgnetv2_m.py
- linea_hgnetv2_n.py
- linea_hgnetv2_s.py
- __init__.py
- coco.py
- collate.py
- line_eval.py
- transforms.py
- example1.jpg
- example2.jpg
- example3.jpg
- example4.jpg
- __init__.py
- attention_mechanism.py
- criterion.py
- decoder.py
- dn_components.py
- hgnetv2.py
- hybrid_encoder.py
- linea.py
- linea_utils.py
- matcher.py
- __init__.py
- registry.py
- dataset.py
- get_info.py
- requirements.txt
- torch_benchmark.py
- trt_benchmark.py
- utils.py
- export_onnx.py
- export_tensorrt.py
- onnx_inf.py
- torch_inf.py
- trt_inf.py
- backbone_encoder.py
- line_attention.py
- __init__.py
- get_param_dicts.py
- misc.py
- profiler.py
- slconfig.py
- .gitattributes
- .gitignore
- engine.py
- gitattributes.txt
- LICENSE
- LINEA_tutorial.ipynb
- main.py
- README.md
- requirements.txt
- warmup.py
# Installation Guide
1. Get the code
git clone https://github.com/SebastianJanampa/LINEA
Downloads the entire project code from GitHub to your computer.
cd LINEA
Moves into the project folder you just downloaded.
2. Official Install Script
Easy RecommendedPrerequisites
- Python 3 Python is required to use pip.
pip install onnx onnxsim
Installs the package published on PyPI directly β no need to clone the source.
After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.
Pulled directly from this repo's README.
3. Python
EasyPrerequisites
pip install -r requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
pip install onnx onnxsim
Installs the package published on PyPI directly β no need to clone the source.
pip install -r tools/inference/requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
pip install -r tools/benchmark/requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
// repository documentation
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