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mmrotate_rs

For Remote Sensing Object Detection & 2023df

https://github.com/challyfilio/mmrotate_rs

Science Score: 26.0%

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    CITATION.cff file
  • ✓
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    Found codemeta.json file
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    Found .zenodo.json file
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    DOI references
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    Scientific vocabulary similarity
    Low similarity (4.0%) to scientific vocabulary

Keywords

mmrotate object-detection remote-sensing rotate uav
Last synced: 9 months ago · JSON representation

Repository

For Remote Sensing Object Detection & 2023df

Basic Info
  • Host: GitHub
  • Owner: Challyfilio
  • License: mit
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 27.4 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
mmrotate object-detection remote-sensing rotate uav
Created about 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme License Citation

README.md

用于DataFountain的基于亚米级影像的精细化目标检测竞赛

比赛相关代码存放于2023df/下，比赛数据集我暂且称之为DF2023Dataset。

比赛链接：基于亚米级影像的精细化目标检测 竞赛 - DataFountain

同时也为毕业设计所使用框架。毕业啦！🥳🥳

Rectangular Deformable Convolution: A Flexible and Efficient Method for Remote Sensing Image Object Detection

resources/experiment1/Base.png

Incorporating Semantic Information of Labels for Remote Sensing Image Object Detection

resources/experiment2/VLOD.png

Innovative Approaches to Few-Shot Object Detection in Remote Sensing Image via Model Transfer

resources/experiment3/FOD.png

This project is base on open-mmlab/mmrotate.

How to use

Please refer to the official documentation.

Owner

  • Name: ✨Challyfilio✨
  • Login: Challyfilio
  • Kind: user
  • Location: Beijing , China
  • Company: ICDD , BISTU

GitHub Events

Total
Last Year

Dependencies

.circleci/docker/Dockerfile docker
  • pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
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/build.txt pypi
  • cython *
  • numpy *
requirements/docs.txt pypi
  • docutils ==0.16.0
  • markdown >=3.4.0
  • myst-parser *
  • sphinx ==4.0.2
  • sphinx-copybutton *
  • sphinx_markdown_tables >=0.0.16
  • sphinx_rtd_theme ==0.5.2
requirements/mminstall.txt pypi
  • mmcv-full >=1.5.0
requirements/optional.txt pypi
  • imagecorruptions *
  • scikit-learn *
  • scipy *
requirements/readthedocs.txt pypi
  • e2cnn *
  • mmcv *
  • mmdet >=2.25.1,<3.0.0
  • torch *
  • torchvision *
requirements/runtime.txt pypi
  • matplotlib *
  • mmcv-full *
  • mmdet >=2.25.1,<3.0.0
  • numpy *
  • pycocotools *
  • six *
  • terminaltables *
  • torch *
requirements/tests.txt pypi
  • asynctest * test
  • codecov * test
  • coverage * test
  • cython * test
  • flake8 * test
  • interrogate * test
  • isort ==4.3.21 test
  • kwarray * test
  • matplotlib * test
  • pytest * test
  • scikit-learn * test
  • ubelt * test
  • wheel * test
  • xdoctest >=0.10.0 test
  • yapf * test
requirements.txt pypi
setup.py pypi
requirements_backup.txt pypi
  • Django ==4.2.11
  • Markdown ==3.5.2
  • PyYAML ==6.0.1
  • Pygments ==2.17.2
  • addict ==2.4.0
  • aliyun-python-sdk-core ==2.14.0
  • aliyun-python-sdk-kms ==2.16.2
  • asgiref ==3.8.1
  • backports.zoneinfo ==0.2.1
  • certifi ==2023.11.17
  • cffi ==1.16.0
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • colorama ==0.4.6
  • contourpy ==1.1.1
  • crcmod ==1.7
  • cryptography ==42.0.1
  • cycler ==0.12.1
  • e2cnn ==0.2.3
  • einops ==0.7.0
  • filelock ==3.13.1
  • fonttools ==4.47.2
  • fsspec ==2023.12.2
  • ftfy ==6.1.3
  • huggingface-hub ==0.20.3
  • idna ==3.6
  • importlib-metadata ==7.0.1
  • importlib-resources ==6.1.1
  • jmespath ==0.10.0
  • kiwisolver ==1.4.5
  • loguru ==0.7.2
  • markdown-it-py ==3.0.0
  • matplotlib ==3.7.4
  • mdurl ==0.1.2
  • mmcv-full ==1.7.2
  • mmdet ==2.28.2
  • mmengine ==0.10.3
  • model-index ==0.1.11
  • mpmath ==1.3.0
  • mysql-connector-python ==8.3.0
  • numpy ==1.24.4
  • opencv-python ==4.9.0.80
  • opendatalab ==0.0.10
  • openmim ==0.3.9
  • openxlab ==0.0.34
  • ordered-set ==4.1.0
  • oss2 ==2.17.0
  • packaging ==23.2
  • pandas ==2.0.3
  • pillow ==10.2.0
  • platformdirs ==4.1.0
  • pycocotools ==2.0.7
  • pycparser ==2.21
  • pycryptodome ==3.20.0
  • pyparsing ==3.1.1
  • python-dateutil ==2.8.2
  • pytz ==2023.3.post1
  • regex ==2023.12.25
  • requests ==2.28.2
  • rich ==13.4.2
  • safetensors ==0.4.2
  • scipy ==1.10.1
  • shapely ==2.0.3
  • six ==1.16.0
  • sqlparse ==0.5.0
  • sympy ==1.12
  • tabulate ==0.9.0
  • termcolor ==2.4.0
  • terminaltables ==3.1.10
  • timm ==0.9.12
  • tomli ==2.0.1
  • torch ==1.8.2
  • torchaudio ==0.8.2
  • torchvision ==0.9.2
  • tqdm ==4.65.2
  • typing_extensions ==4.9.0
  • tzdata ==2023.4
  • urllib3 ==1.26.18
  • wcwidth ==0.2.13
  • yacs ==0.1.8
  • yapf ==0.40.2
  • zipp ==3.17.0