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deforming-yolonet-crack

https://github.com/lxhuse/deforming-yolonet-crack

Science Score: 44.0%

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
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.7%) to scientific vocabulary
Last synced: 9 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: lxhuse
  • License: agpl-3.0
  • Language: Python
  • Default Branch: main
  • Size: 2 MB
Statistics
  • Stars: 1
  • Watchers: 0
  • Forks: 0
  • Open Issues: 5
  • Releases: 0
Created 11 months ago · Last pushed 10 months ago
Metadata Files
Readme Contributing License Citation

README.md

This is a deforming YOLONet used for crack detection. This network integrates dynamic snake convolution based on YOLOv8, enhancing its ability to perceive crack features (long and narrow, strip-like), thereby significantly improving segmentation accuracy. Please refer to the official documentation for installation and usage instructions. The link is: https://github.com/ultralytics/ultralytics.

image

Data augmentation code：https://github.com/junyanz/CycleGAN.git

Owner

  • Login: lxhuse
  • Kind: user

Citation (CITATION.cff) 

# This CITATION.cff file was generated with https://bit.ly/cffinit

cff-version: 1.2.0
title: Ultralytics YOLO
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Glenn
    family-names: Jocher
    affiliation: Ultralytics
    orcid: "https://orcid.org/0000-0001-5950-6979"
  - family-names: Qiu
    given-names: Jing
    affiliation: Ultralytics
    orcid: "https://orcid.org/0000-0003-3783-7069"
  - given-names: Ayush
    family-names: Chaurasia
    affiliation: Ultralytics
    orcid: "https://orcid.org/0000-0002-7603-6750"
repository-code: "https://github.com/ultralytics/ultralytics"
url: "https://ultralytics.com"
license: AGPL-3.0
version: 8.0.0
date-released: "2023-01-10"

GitHub Events

Total
  • Watch event: 1
  • Issue comment event: 4
  • Push event: 5
  • Pull request event: 2
  • Create event: 6
Last Year
  • Watch event: 1
  • Issue comment event: 4
  • Push event: 5
  • Pull request event: 2
  • Create event: 6

Dependencies

.github/workflows/ci.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • astral-sh/setup-uv v6 composite
  • codecov/codecov-action v5 composite
  • conda-incubator/setup-miniconda v3 composite
  • eviden-actions/clean-self-hosted-runner v1 composite
  • slackapi/slack-github-action v2.1.1 composite
  • ultralytics/actions/cleanup-disk main composite
.github/workflows/cla.yml actions
  • contributor-assistant/github-action v2.6.1 composite
.github/workflows/docker.yml actions
  • actions/checkout v4 composite
  • docker/login-action v3 composite
  • docker/setup-buildx-action v3 composite
  • slackapi/slack-github-action v2.1.1 composite
  • ultralytics/actions/cleanup-disk main composite
  • ultralytics/actions/retry main composite
.github/workflows/docs.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • astral-sh/setup-uv v6 composite
.github/workflows/format.yml actions
  • ultralytics/actions main composite
.github/workflows/links.yml actions
  • actions/checkout v4 composite
  • ultralytics/actions/retry main composite
.github/workflows/merge-main-into-prs.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/mirror.yml actions
  • actions/checkout v4 composite
.github/workflows/publish.yml actions
  • actions/checkout v4 composite
  • actions/download-artifact v4 composite
  • actions/setup-python v5 composite
  • actions/upload-artifact v4 composite
  • astral-sh/setup-uv v6 composite
  • pypa/gh-action-pypi-publish release/v1 composite
  • slackapi/slack-github-action v2.1.1 composite
.github/workflows/stale.yml actions
  • actions/stale v9 composite
examples/YOLO-Series-ONNXRuntime-Rust/Cargo.toml cargo
examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml cargo
docker/Dockerfile docker
  • pytorch/pytorch 2.7.0-cuda12.6-cudnn9-runtime build
pyproject.toml pypi
  • matplotlib >=3.3.0
  • numpy >=1.23.0
  • opencv-python >=4.6.0
  • pandas >=1.1.4
  • pillow >=7.1.2
  • psutil *
  • py-cpuinfo *
  • pyyaml >=5.3.1
  • requests >=2.23.0
  • scipy >=1.4.1
  • torch >=1.8.0
  • torch >=1.8.0,!=2.4.0; sys_platform == 'win32'
  • torchvision >=0.9.0
  • tqdm >=4.64.0
  • ultralytics-thop >=2.0.0