mobilenetvitv2-tood

MobileNetVitv2-TOOD

https://github.com/onewangqianqian/mobilenetvitv2-tood

Science Score: 26.0%

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    Low similarity (6.5%) to scientific vocabulary
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Repository

MobileNetVitv2-TOOD

Basic Info
  • Host: GitHub
  • Owner: onewangqianqian
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Size: 12.7 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

Running

Install

We implement SSA-Co-DETR using MMDetection V2.15.0 and MMCV V1.5.0. The source code of MMdetection has been included in this repo and you only need to build MMCV following official instructions. We test our models under python=3.7.11,pytorch=1.8.1. Other versions may not be compatible.

Data

Solar Radio Burst Dataset: https://drive.google.com/file/d/1v3zkDgHatldortmoB8QE6Xw2NcyPOaU3/view?usp=drive_link. We are addressing the long-tail issue of the dataset in our next steps, and the dataset will be made publicly available upon completion (original data source: https://www.e-callisto.org/index.html).

The COCO dataset should be organized as: ```

── annotations ├── instancestrain2017.json │ └── instancesval2017.json │── train2017 └── val2017

```

Training

Train: shell python tools/train.py configs/tood/tood_mvit_v2_cefpn_1x_coco_anchorbase_1504.py test: shell python tools/testtrain.py configs/tood/tood_mvit_v2_cefpn_1x_coco_anchorbase_1504.py

Owner

  • Login: onewangqianqian
  • Kind: user

GitHub Events

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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
  • markdown >=3.4.0
  • myst-parser *
  • sphinx ==5.3.0
  • sphinx-copybutton *
  • sphinx_markdown_tables >=0.0.17
  • sphinx_rtd_theme *
requirements/mminstall.txt pypi
  • mmcv-full >=1.3.17
requirements/optional.txt pypi
  • cityscapesscripts *
  • imagecorruptions *
  • scikit-learn *
requirements/readthedocs.txt pypi
  • mmcv *
  • torch *
  • torchvision *
requirements/runtime.txt pypi
  • matplotlib *
  • numpy *
  • pycocotools *
  • scipy *
  • 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