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 -
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○Scientific vocabulary similarity
Low similarity (1.7%) to scientific vocabulary
Last synced: 6 months ago
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Repository
道路抛洒物检测（YOLOv8 -> PIDNet -> ResNet）
Basic Info
Statistics
- Stars: 11
- Watchers: 2
- Forks: 2
- Open Issues: 1
- Releases: 0
Created almost 2 years ago
· Last pushed 7 months ago
Metadata Files
Readme
Contributing
Citation
README.md
pswdet_deploy
道路抛洒物检测 ———— 基于仓库YOLOv8进行订制化开发，针对抛洒物检测误报过多等问题，嵌入分割过滤模块PIDNet(用于排除道路区域外的误报)和分类过滤模块ResNet(用于排除道路内的误报)。
Install
bash
pip install -r requirements.txt
:label: TODO
- [x] 添加分割过滤逻辑
- [x] 添加分类过滤逻辑
- [x] 添加时序过滤逻辑
weight
通过网盘分享的文件：pswdet.zip 链接: https://pan.baidu.com/s/19SeaxRw4KzLMsIMG6kPzrQ?pwd=3456 提取码: 3456 复制这段内容后打开百度网盘手机App，操作更方便哦
Extended arguments
seg_filter: 是否启用分割过滤模块，若开启需将道路分割模型权重如pidnet.onnx置于ultralytics/models/yolo/detect/roadseg/*.onnx路径下cls_filter: 是否启用分类过滤模块，若开启需将分类模型权重如psw64a.onnx置于ultralytics/models/yolo/detect/clsfilter/*.onnx路径下save_if_box_father: 仅当save=false时，开启该参数有效，实现只保存检测出目标的结果集frame_iou: 用于数据源为视频或流时，当前帧检测框与上一个帧检测框进行iou过滤，以减少时序重复检测，默认阈值为0
Contributing
PRs accepted.
License
nuist © ailab-cv
Owner
- Name: DirtyBit
- Login: DirtyBit64
- Kind: user
- Repositories: 1
- Profile: https://github.com/DirtyBit64
Citation (CITATION.cff)
cff-version: 1.2.0
preferred-citation:
type: software
message: If you use this software, please cite it as below.
authors:
- family-names: Jocher
given-names: Glenn
orcid: "https://orcid.org/0000-0001-5950-6979"
- family-names: Chaurasia
given-names: Ayush
orcid: "https://orcid.org/0000-0002-7603-6750"
- family-names: Qiu
given-names: Jing
orcid: "https://orcid.org/0000-0003-3783-7069"
title: "YOLO by Ultralytics"
version: 8.0.0
# doi: 10.5281/zenodo.3908559 # TODO
date-released: 2023-1-10
license: AGPL-3.0
url: "https://github.com/ultralytics/ultralytics"
GitHub Events
Total
- Issues event: 5
- Watch event: 10
- Issue comment event: 12
- Push event: 2
- Fork event: 1
Last Year
- Issues event: 5
- Watch event: 10
- Issue comment event: 12
- Push event: 2
- Fork event: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 2
- Total pull requests: 0
- Average time to close issues: 3 days
- Average time to close pull requests: N/A
- Total issue authors: 2
- Total pull request authors: 0
- Average comments per issue: 5.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 2
- Pull requests: 0
- Average time to close issues: 3 days
- Average time to close pull requests: N/A
- Issue authors: 2
- Pull request authors: 0
- Average comments per issue: 5.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- lonxiah (1)
- tanglinjie0815 (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Dependencies
docker/Dockerfile
docker
- pytorch/pytorch 2.0.1-cuda11.7-cudnn8-runtime build
requirements.txt
pypi
- matplotlib >=3.2.2
- numpy >=1.22.2
- onnxruntime *
- opencv-python *
- pandas >=1.1.4
- pillow >=7.1.2
- psutil *
- py-cpuinfo *
- pyyaml >=5.3.1
- requests >=2.23.0
- scipy >=1.4.1
- seaborn >=0.11.0
- setuptools *
- thop *
- torch >=1.8.0
- torchvision >=0.9.0
- tqdm >=4.64.0
- typing *
- wandb *
setup.py
pypi