Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Scientific vocabulary similarity
Low similarity (7.2%) to scientific vocabulary
Keywords
Repository
The official implementation of CLIQ
Basic Info
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Cheaper Clicks from Boxes: Cyclic Querying for Interactive Small Object Detection
Introduction
This is the official implementation of our paper titled Cheaper Clicks from Boxes: Cyclic Querying for Interactive Small Object Detection, dubbed as CLIQ.
Dependencies
- CUDA 10.2
- Python 3.8
- PyTorch 1.10.0
- TorchVision 0.11.0
- mmrotate 0.3.0
- mmcv-full 1.5.0
- numpy 1.22.4
Installation
This repository is build on MMRotate 0.3.0 which can be installed by running the following scripts. Please ensure that all dependencies have been satisfied before setting up the environment.
git clone https://github.com/shaunyuan22/CLIQ
cd CLIQ
pip install -v -e .
Please refer to mmrotate for more details about MMRotate installation.
Training and Evaluation
Training:
bash ./tools/dist_train.sh ${CONFIG_FILE} ${GPU_NUM}Evaluation:
bash ./tools/dist_test_noc.sh ${CONFIG_FILE} ${WORK_DIR} ${GPU_NUM} --eval mAP
Acknowledgement
The evaluation scripts for interaction framework are partially forked from C3Det, and we appreciate their helpful and open-sourced work.
Owner
- Name: Shaun Yuan
- Login: shaunyuan22
- Kind: user
- Company: Northwestern Polytechnical University
- Repositories: 2
- Profile: https://github.com/shaunyuan22
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: - name: "MMRotate Contributors" title: "OpenMMLab rotated object detection toolbox and benchmark" date-released: 2022-02-18 url: "https://github.com/open-mmlab/mmrotate" license: Apache-2.0
GitHub Events
Total
- Push event: 3
Last Year
- Push event: 3
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
- pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
- cython *
- numpy *
- docutils ==0.16.0
- myst-parser *
- sphinx ==4.0.2
- sphinx-copybutton *
- sphinx_markdown_tables *
- sphinx_rtd_theme ==0.5.2
- mmcv-full >=1.4.5
- imagecorruptions *
- scipy *
- sklearn *
- e2cnn *
- mmcv *
- mmdet *
- torch *
- torchvision *
- e2cnn *
- matplotlib *
- mmcv-full *
- mmdet *
- numpy *
- pycocotools *
- six *
- terminaltables *
- torch *
- asynctest * test
- codecov * test
- coverage * test
- cython * test
- e2cnn * test
- flake8 * test
- interrogate * test
- isort ==4.3.21 test
- kwarray * test
- matplotlib * test
- pytest * test
- sklearn * test
- ubelt * test
- wheel * test
- xdoctest >=0.10.0 test
- yapf * test