level2-objectdetection-cv-09
level2-objectdetection-cv-09 created by GitHub Classroom
https://github.com/boostcampaitech6/level2-objectdetection-cv-09
Science Score: 26.0%
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○CITATION.cff file
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✓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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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.5%) to scientific vocabulary
Repository
level2-objectdetection-cv-09 created by GitHub Classroom
Basic Info
- Host: GitHub
- Owner: boostcampaitech6
- License: apache-2.0
- Language: Python
- Default Branch: main
- Size: 30.7 MB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 1
- Open Issues: 1
- Releases: 0
Metadata Files
README.md
level- 2 : Object Detection
| | | | ---- | --- | | | Detectron2 baseline code , , | | | EDA, MMDectection , , Anchor box , , Git | | | EDA, YOLO, MMDetection baseline code , , , , , | | | Torchvision baseline code , Detectron2 , Anchor box , WBF code , | | | EDA, YOLO, MMDetection baseline code , | | | Detectron2 , YOLO , Git |
. annotation file . Annotation file , , , . , , , 10 , .
01/03 10:00 ~ 01/18 19:00
01/03 ~ 01/05 ,
01/06 ~ 01/10 BaseLine Code , Git Branch , EDA
01/11 ~ 01/14 MMDetection, YOLO , , , , Validation set setting
01/15 ~ 01/18 Hyperparameter tuning, Anchor box , , WBF, Pseudo-labeling
- EDA : ,
- Baseline code, : MMDetection, Detectron, YOLO, torchvision
- Test Set Validation Set : StratifiedKFold
- : Clahe, Mosaic, Albumentation
- : Faster R-CNN, Cascade R-CNN, DINO, Dynamic Head
- Anchor Box Adjusting : EDA Anchor Box
- Weighted Boxes Fusion : WBF
- Pseudo Labeling :
- Public 4, Private 3 .
Wrap-Up Report
File Tree
bash
.
configs
_custom_
docs
Object Det_CV_ (09).pdf
notebooks
data_split.ipynb
offline_nms.ipynb
pseudo_labeling.ipynb
WBF.ipynb
tools
train.py
test.py
work_dirs
train.sh
eval.sh
WBF.py
| File(.py) | Description | | --- | --- | | datasplit.ipynb | StratifiedKFold train/valid | | offlinenms.ipynb | NMS | | pseudo_labeling.ipynb | pseudo labeling | | WBF.ipynb | Weighted Boxes Fusion | | WBF.py | Weighted Boxes Fusion | | train.sh | train sh | | test.sh | test sh | | train.py | train | | test.py | test |
License
AI Tech .
Owner
- Name: boostcampaitech6
- Login: boostcampaitech6
- Kind: organization
- Repositories: 181
- Profile: https://github.com/boostcampaitech6
GitHub Events
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Dependencies
- pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
- pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
- pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
- pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
- albumentations >=0.3.2
- cython *
- numpy *
- docutils ==0.16.0
- myst-parser *
- sphinx ==4.0.2
- sphinx-copybutton *
- sphinx_markdown_tables *
- sphinx_rtd_theme ==0.5.2
- urllib3 <2.0.0
- mmcv >=2.0.0rc4,<2.2.0
- mmengine >=0.7.1,<1.0.0
- fairscale *
- jsonlines *
- nltk *
- pycocoevalcap *
- transformers *
- cityscapesscripts *
- emoji *
- fairscale *
- imagecorruptions *
- scikit-learn *
- mmcv >=2.0.0rc4,<2.2.0
- mmengine >=0.7.1,<1.0.0
- scipy *
- torch *
- torchvision *
- urllib3 <2.0.0
- matplotlib *
- numpy *
- pycocotools *
- scipy *
- shapely *
- six *
- terminaltables *
- tqdm *
- asynctest * test
- cityscapesscripts * test
- codecov * test
- flake8 * test
- imagecorruptions * test
- instaboostfast * test
- interrogate * test
- isort ==4.3.21 test
- kwarray * test
- memory_profiler * test
- nltk * test
- onnx ==1.7.0 test
- onnxruntime >=1.8.0 test
- parameterized * test
- prettytable * test
- protobuf <=3.20.1 test
- psutil * test
- pytest * test
- transformers * test
- ubelt * test
- xdoctest >=0.10.0 test
- yapf * test
- mmpretrain *
- motmetrics *
- numpy <1.24.0
- scikit-learn *
- seaborn *