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ultralystics-baseline

Based on the official Ultralytics repository, I've added some of my own tricks to serve as a baseline for various comparative experiments in object detection.

https://github.com/palmerxiao/ultralystics-baseline

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 (1.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Based on the official Ultralytics repository, I've added some of my own tricks to serve as a baseline for various comparative experiments in object detection.

Basic Info
  • Host: GitHub
  • Owner: PalmerXiao
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 3.23 MB
Statistics
  • Stars: 1
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created 8 months ago · Last pushed 8 months ago
Metadata Files
Readme Contributing License Citation

README.md

Ultralystic-baseline

Based on the official Ultralytics repository, I've added some of my own tricks to serve as a baseline for various comparative experiments in object detection.

Environment

python==3.10 pytorch==2.2.0

Owner

  • Login: PalmerXiao
  • 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
  • Delete event: 1
  • Issue comment event: 3
  • Push event: 3
  • Pull request event: 5
  • Create event: 1
Last Year
  • Delete event: 1
  • Issue comment event: 3
  • Push event: 3
  • Pull request event: 5
  • Create event: 1

Dependencies

.github/workflows/ci.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • astral-sh/setup-uv v5 composite
  • codecov/codecov-action v5 composite
  • conda-incubator/setup-miniconda v3 composite
  • eviden-actions/clean-self-hosted-runner v1 composite
  • slackapi/slack-github-action v2.0.0 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 v2.0.0 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 v5 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/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 v5 composite
  • pypa/gh-action-pypi-publish release/v1 composite
  • slackapi/slack-github-action v2.0.0 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 2.5.1-cuda12.4-cudnn9-runtime build
pyproject.toml pypi
  • matplotlib >=3.3.0
  • numpy >=1.23.0,<=2.1.1
  • 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
  • seaborn >=0.11.0
  • 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