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hvconv

https://github.com/chjinhuu/hvconv

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (1.6%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: chjinhuu
  • License: apache-2.0
  • Language: Python
  • Default Branch: master
  • Size: 134 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme Contributing License Citation

README.md

HVConv

Abstract

This convolution module is especially designed for remote sensing object detection.

Result

Our model on DOTA-v1.0 obb dataset, baseline method is Oriented R-CNN with R50 and hvconv replaced convolution in R50. | method | train | batchsize | result | model | |-------|:-------:|:-------:|:-------:|:-------:| | baseline | ss | - | 75.87 | - | | hvconv | ss | 4 | 77.60 | Google Drive | | | baseline | ms+rr | - | 80.87 | - | | hvconv | ms+rr | 8 | 81.07 | Google Drive | |

Our backbone was pretrained 300-epoch on ImageNet dataset. Google Drive |

Owner

  • Login: chjinhuu
  • Kind: user

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Dependencies

.github/workflows/build.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
  • codecov/codecov-action v2 composite
.github/workflows/lint.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/publish-to-pypi.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/test_mim.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.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.txt pypi
setup.py pypi