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cpi-parser

https://github.com/josonchan1998/cpi-parser

Science Score: 44.0%

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    Found CITATION.cff file
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    Low similarity (5.2%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: JosonChan1998
  • License: apache-2.0
  • Language: Python
  • Default Branch: master
  • Size: 13.4 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License Citation

README.md

CPI-Parser

Official implementation of CPI-Parser. It based on mmdetection.

Installation

Dataset

You need to download the datasets and annotations follwing this repo's formate

Make sure to put the files as the following structure:

├─data │ CIHP │ │ ├─train_img │ │ ├─train_parsing │ │ ├─train_seg │ │ ├─val_img │ │ ├─val_parsing │ │ ├─val_seg │ │ │─annotations │ MHP-v2 │ │ ├─train_img │ │ ├─train_parsing │ │ ├─train_seg │ │ ├─val_img │ │ ├─val_parsing │ │ ├─val_seg │ │ │─annotations | ├─work_dirs | ├─causal_parser_r50_inter_8_135k_cihp | | ├─epoch_75.pth

Results

CIHP

| Backbone | LR | mIOU | APvol | AP_p50 | PCP50 | download | |--------------|:----:|:----:|:-----:|:------:|:-----:|:--------:| | R-50 | 3x | 59.0 | 58.4 | 72.2 | 67.8 |model | | ConvNext-B | 3x | 66.5 | 63.1 | 80.9 | 74.6 |model |

MHP

| Backbone | LR | mIOU | APvol | AP_p50 | PCP50 | download | |--------------|:----:|:----:|:-----:|:------:|:-----:|:--------:| | R-50 | 3x | 38.1 | 45.8 | 39.0 | 49.9 |model | | ConvNext-B | 3x | 41.8 | 48.9 | 48.6 | 57.4 |model |

Evaluation

```

inference

CUDAVISIBLEDEVICES=0,1,2,3,4,5,6,7 ./tools/disttest.sh configs/COSParser/causalparserr50inter8135kcihp.py workdirs/causalparserr50inter8135kcihp/epoch75.pth 8 --eval bbox --eval-options "jsonfileprefix=workdirs/causalparserr50inter8135kcihp/causalparserr50inter8135kcihpvalresult"

eval, noted that should change the json path produce by previous step.

python utils/eval.py ```

Training

```

training

CUDAVISIBLEDEVICES=0,1,2,3,4,5,6,7 ./tools/disttrain.sh configs/COSParser/causalparserr50inter8135k_cihp.py 8 ```

Owner

  • Name: JosonChan
  • Login: JosonChan1998
  • Kind: user

SZU to UESTC

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - name: "MMDetection Contributors"
title: "OpenMMLab Detection Toolbox and Benchmark"
date-released: 2018-08-22
url: "https://github.com/open-mmlab/mmdetection"
license: Apache-2.0

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Dependencies

docker/Dockerfile docker
  • pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
docker/serve/Dockerfile docker
  • pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
requirements/albu.txt pypi
  • albumentations >=0.3.2
requirements/build.txt pypi
  • cython *
  • numpy *
requirements/docs.txt pypi
  • docutils ==0.16.0
  • myst-parser *
  • sphinx ==4.0.2
  • sphinx-copybutton *
  • sphinx_markdown_tables *
  • sphinx_rtd_theme ==0.5.2
requirements/mminstall.txt pypi
  • mmcv-full >=1.3.17
requirements/optional.txt pypi
  • cityscapesscripts *
  • imagecorruptions *
  • scipy *
  • sklearn *
  • timm *
requirements/readthedocs.txt pypi
  • mmcv *
  • torch *
  • torchvision *
requirements/runtime.txt pypi
  • matplotlib *
  • numpy *
  • pycocotools *
  • six *
  • terminaltables *
requirements/tests.txt pypi
  • asynctest * test
  • codecov * test
  • flake8 * test
  • interrogate * test
  • isort ==4.3.21 test
  • kwarray * test
  • onnx ==1.7.0 test
  • onnxruntime >=1.8.0 test
  • protobuf <=3.20.1 test
  • pytest * test
  • ubelt * test
  • xdoctest >=0.10.0 test
  • yapf * test
requirements.txt pypi
setup.py pypi