yolov5s-ts
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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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 (6.1%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: shasha12138
- License: agpl-3.0
- Language: Python
- Default Branch: main
- Size: 36.8 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 5
- Releases: 0
Metadata Files
README.md
Install
Clone repo and install requirements.txt in a Python>=3.8.0 environment, including PyTorch>=1.8.
git clone https://github.com/shasha12138/yolov5s-TS # clone
cd yolov5s-TS
pip install -r requirements.txt # install
Detect
python detect.py --weights yolov5s.pt --source img.jpg # image
vid.mp4 # video
screen # screenshot
path/ # directory
list.txt # list of images
list.streams # list of streams
Training
1、we use Yolo format for training. Start by creating a folder to store the dataset
2、Create a .yaml file that corresponds to the dataset being used.
3、start network training.
python train.py --data yours.yaml --epochs 300 --weights '' --cfg yolov5n.yaml --batch-size 128
Val
mAP
python val.py --data yolov5n.yaml --img 640 --conf 0.001 --iou 0.65
Speed
python val.py --data coco.yaml --img 640 --task speed --batch 1
TTA
python val.py --data coco.yaml --img 1536 --iou 0.7 --augment
Owner
- Login: shasha12138
- Kind: user
- Repositories: 1
- Profile: https://github.com/shasha12138
GitHub Events
Total
Last Year
Dependencies
- actions/checkout v4 composite
- actions/setup-python v4 composite
- slackapi/slack-github-action v1.24.0 composite
- actions/checkout v4 composite
- github/codeql-action/analyze v2 composite
- github/codeql-action/autobuild v2 composite
- github/codeql-action/init v2 composite
- actions/checkout v4 composite
- docker/build-push-action v5 composite
- docker/login-action v3 composite
- docker/setup-buildx-action v3 composite
- docker/setup-qemu-action v3 composite
- actions/first-interaction v1 composite
- actions/checkout v4 composite
- nick-invision/retry v2 composite
- actions/stale v8 composite
- pytorch/pytorch 2.0.0-cuda11.7-cudnn8-runtime build
- gcr.io/google-appengine/python latest build
- Pillow >=10.0.1
- PyYAML >=5.3.1
- gitpython >=3.1.30
- matplotlib >=3.3
- numpy >=1.22.2
- opencv-python >=4.1.1
- pandas >=1.1.4
- psutil *
- requests >=2.23.0
- scipy >=1.4.1
- seaborn >=0.11.0
- setuptools >=65.5.1
- thop >=0.1.1
- torchvision >=0.9.0
- tqdm >=4.64.0
- ultralytics >=8.0.147
- Flask ==2.3.2
- gunicorn ==19.10.0
- pip ==23.3
- werkzeug >=3.0.1