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cmkd-mv

https://github.com/cc-hy/cmkd-mv

Science Score: 54.0%

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

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.4%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: Cc-Hy
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Size: 13.9 MB
Statistics
  • Stars: 7
  • Watchers: 3
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 3 years ago · Last pushed about 3 years ago
Metadata Files
Readme Contributing License Code of conduct Citation Support

README.md

CMKD: Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection (ECCV 2022 Oral)

CMKD for Nuscenes dataset. For more details, please refer to this link.

This repo is build on BEVDet and MMDetection3D. We are very grateful for the excellent work.

Get Started

Installation and Data Preparation

Please see getting_started.md to use this repo.

Owner

  • Name: Yu
  • Login: Cc-Hy
  • Kind: user
  • Company: Zhejiang University

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - name: "MMDetection3D Contributors"
title: "OpenMMLab's Next-generation Platform for General 3D Object Detection"
date-released: 2020-07-23
url: "https://github.com/open-mmlab/mmdetection3d"
license: Apache-2.0

GitHub Events

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Dependencies

.github/workflows/build.yml actions
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  • actions/setup-python v1 composite
  • actions/setup-python v2 composite
  • codecov/codecov-action v1.0.10 composite
.github/workflows/deploy.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
docker/Dockerfile docker
  • pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
requirements/build.txt pypi
requirements/docs.txt pypi
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requirements/mminstall.txt pypi
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  • mmdet >=2.14.0,<=3.0.0
  • mmsegmentation >=0.14.1,<=1.0.0
requirements/optional.txt pypi
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requirements/readthedocs.txt pypi
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  • torch *
  • torchvision *
requirements/runtime.txt pypi
  • lyft_dataset_sdk *
  • networkx >=2.2,<2.3
  • numba ==0.48.0
  • numpy <1.20.0
  • nuscenes-devkit *
  • plyfile *
  • scikit-image *
  • tensorboard *
  • trimesh >=2.35.39,<2.35.40
requirements/tests.txt pypi
  • asynctest * test
  • codecov * test
  • flake8 * test
  • interrogate * test
  • isort * test
  • kwarray * test
  • pytest * test
  • pytest-cov * test
  • pytest-runner * test
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requirements.txt pypi
setup.py pypi