René's URL Explorer Experiment

Title: GitHub - nishimura5/behavior_senpai: A collection of Python scripts and applications for supporting quantitative behavioral observation using videos. · GitHub

Open Graph Title: GitHub - nishimura5/behavior_senpai: A collection of Python scripts and applications for supporting quantitative behavioral observation using videos.

X Title: GitHub - nishimura5/behavior_senpai: A collection of Python scripts and applications for supporting quantitative behavioral observation using videos.

Description: A collection of Python scripts and applications for supporting quantitative behavioral observation using videos. - nishimura5/behavior_senpai

Open Graph Description: A collection of Python scripts and applications for supporting quantitative behavioral observation using videos. - nishimura5/behavior_senpai

X Description: A collection of Python scripts and applications for supporting quantitative behavioral observation using videos. - nishimura5/behavior_senpai

Opengraph URL: https://github.com/nishimura5/behavior_senpai

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:6af95492-c690-5999-e8f9-9310b70e36ac
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	D5B6:2B1536:35BB81:4B6F90:6A4BC67B
html-safe-nonce	2dc4f6b6e41fb184e9699ec0addf700d8c5fe70887d0c0b479d30d62cd23c8ff
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJENUI2OjJCMTUzNjozNUJCODE6NEI2RjkwOjZBNEJDNjdCIiwidmlzaXRvcl9pZCI6IjIzMjMxNjY0MDUxMDMxNzUyOTEiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	85a9324fe8deb3d3dc97441de99cc4e109739edc340990aee9465ee578725b2c
hovercard-subject-tag	repository:699616844
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/nishimura5/behavior_senpai
twitter:image	https://repository-images.githubusercontent.com/699616844/cbb42f85-9231-47de-9c35-56538cd4065a
twitter:card	summary_large_image
og:image	https://repository-images.githubusercontent.com/699616844/cbb42f85-9231-47de-9c35-56538cd4065a
og:image:alt	A collection of Python scripts and applications for supporting quantitative behavioral observation using videos. - nishimura5/behavior_senpai
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	14aa00ce5bdb34d0eefb5facbffd7de9e144c688d8a93ef8df902d5f94b51dd7
turbo-cache-control	no-cache
go-import	github.com/nishimura5/behavior_senpai git https://github.com/nishimura5/behavior_senpai.git
octolytics-dimension-user_id	49755007
octolytics-dimension-user_login	nishimura5
octolytics-dimension-repository_id	699616844
octolytics-dimension-repository_nwo	nishimura5/behavior_senpai
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	699616844
octolytics-dimension-repository_network_root_nwo	nishimura5/behavior_senpai
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	58b8f89190447502561829f30862aa0a99d53367
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/nishimura5/behavior_senpai#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnishimura5%2Fbehavior_senpai
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnishimura5%2Fbehavior_senpai
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=nishimura5%2Fbehavior_senpai
Reload	https://github.com/nishimura5/behavior_senpai
Reload	https://github.com/nishimura5/behavior_senpai
Reload	https://github.com/nishimura5/behavior_senpai
nishimura5	https://github.com/nishimura5
behavior_senpai	https://github.com/nishimura5/behavior_senpai
Notifications	https://github.com/login?return_to=%2Fnishimura5%2Fbehavior_senpai
Fork 2	https://github.com/login?return_to=%2Fnishimura5%2Fbehavior_senpai
Star 7	https://github.com/login?return_to=%2Fnishimura5%2Fbehavior_senpai
Code	https://github.com/nishimura5/behavior_senpai
Issues 1	https://github.com/nishimura5/behavior_senpai/issues
Pull requests 0	https://github.com/nishimura5/behavior_senpai/pulls
Actions	https://github.com/nishimura5/behavior_senpai/actions
Projects	https://github.com/nishimura5/behavior_senpai/projects
Security and quality 0	https://github.com/nishimura5/behavior_senpai/security
Insights	https://github.com/nishimura5/behavior_senpai/pulse
Code	https://github.com/nishimura5/behavior_senpai
Issues	https://github.com/nishimura5/behavior_senpai/issues
Pull requests	https://github.com/nishimura5/behavior_senpai/pulls
Actions	https://github.com/nishimura5/behavior_senpai/actions
Projects	https://github.com/nishimura5/behavior_senpai/projects
Security and quality	https://github.com/nishimura5/behavior_senpai/security
Insights	https://github.com/nishimura5/behavior_senpai/pulse
	https://github.com/nishimura5/behavior_senpai
Branches	https://github.com/nishimura5/behavior_senpai/branches
Tags	https://github.com/nishimura5/behavior_senpai/tags
	https://github.com/nishimura5/behavior_senpai/branches
	https://github.com/nishimura5/behavior_senpai/tags
824 Commits	https://github.com/nishimura5/behavior_senpai/commits/master/
	https://github.com/nishimura5/behavior_senpai/commits/master/
docs	https://github.com/nishimura5/behavior_senpai/tree/master/docs
docs	https://github.com/nishimura5/behavior_senpai/tree/master/docs
mm_config	https://github.com/nishimura5/behavior_senpai/tree/master/mm_config
mm_config	https://github.com/nishimura5/behavior_senpai/tree/master/mm_config
src	https://github.com/nishimura5/behavior_senpai/tree/master/src
src	https://github.com/nishimura5/behavior_senpai/tree/master/src
.gitignore	https://github.com/nishimura5/behavior_senpai/blob/master/.gitignore
.gitignore	https://github.com/nishimura5/behavior_senpai/blob/master/.gitignore
BehaviorSenpai.exe	https://github.com/nishimura5/behavior_senpai/blob/master/BehaviorSenpai.exe
BehaviorSenpai.exe	https://github.com/nishimura5/behavior_senpai/blob/master/BehaviorSenpai.exe
LICENSE	https://github.com/nishimura5/behavior_senpai/blob/master/LICENSE
LICENSE	https://github.com/nishimura5/behavior_senpai/blob/master/LICENSE
README.md	https://github.com/nishimura5/behavior_senpai/blob/master/README.md
README.md	https://github.com/nishimura5/behavior_senpai/blob/master/README.md
behavior_senpai.code-workspace	https://github.com/nishimura5/behavior_senpai/blob/master/behavior_senpai.code-workspace
behavior_senpai.code-workspace	https://github.com/nishimura5/behavior_senpai/blob/master/behavior_senpai.code-workspace
pyproject.toml	https://github.com/nishimura5/behavior_senpai/blob/master/pyproject.toml
pyproject.toml	https://github.com/nishimura5/behavior_senpai/blob/master/pyproject.toml
pyproject_nogpu.toml	https://github.com/nishimura5/behavior_senpai/blob/master/pyproject_nogpu.toml
pyproject_nogpu.toml	https://github.com/nishimura5/behavior_senpai/blob/master/pyproject_nogpu.toml
rye_pyproject.toml	https://github.com/nishimura5/behavior_senpai/blob/master/rye_pyproject.toml
rye_pyproject.toml	https://github.com/nishimura5/behavior_senpai/blob/master/rye_pyproject.toml
rye_pyproject_nogpu.toml	https://github.com/nishimura5/behavior_senpai/blob/master/rye_pyproject_nogpu.toml
rye_pyproject_nogpu.toml	https://github.com/nishimura5/behavior_senpai/blob/master/rye_pyproject_nogpu.toml
update.bat	https://github.com/nishimura5/behavior_senpai/blob/master/update.bat
update.bat	https://github.com/nishimura5/behavior_senpai/blob/master/update.bat
README	https://github.com/nishimura5/behavior_senpai
AGPL-3.0 license	https://github.com/nishimura5/behavior_senpai
	https://github.com/nishimura5/behavior_senpai#behavior-senpai-v151
	https://camo.githubusercontent.com/f2bdbf48bbcc5eacc9a413537b01b23f76c09af07c2c74d7f6145dead19110b9/68747470733a2f2f7777772e64657369676e2e6b79757368752d752e61632e6a702f7e6569676f2f6265686176696f725f73656e7061695f66696c65732f62735f636170747572655f3132302e6a7067
YOLO11 Pose	https://docs.ultralytics.com/tasks/pose/
YOLOv8 Pose	https://github.com/ultralytics/ultralytics/issues/1915
MediaPipe Holistic	https://github.com/google/mediapipe/blob/master/docs/solutions/holistic.md
RTMPose Halpe26 (MMPose)	https://github.com/open-mmlab/mmpose/tree/main/projects/rtmpose#26-keypoints
RTMPose WholeBody133 (MMPose)	https://github.com/open-mmlab/mmpose/tree/main/projects/rtmpose#wholebody-2d-133-keypoints
DeepLabCut	https://www.mackenziemathislab.org/deeplabcut
Faculty of Design, Kyushu University	https://www.design.kyushu-u.ac.jp/en/home/
	https://github.com/nishimura5/behavior_senpai#requirement
	https://github.com/nishimura5/behavior_senpai#when-using-cuda
drivers	https://www.nvidia.com/download/index.aspx
	https://github.com/nishimura5/behavior_senpai#without-cuda
	https://github.com/nishimura5/behavior_senpai#usage
	https://github.com/nishimura5/behavior_senpai#download
BehaviorSenpai151.zip	https://github.com/nishimura5/behavior_senpai/releases/download/v1.5.1/BehaviorSenpai151.zip
	https://github.com/nishimura5/behavior_senpai#install
uv	https://docs.astral.sh/uv/
	https://youtu.be/0k8GA1DscKQ
	https://github.com/nishimura5/behavior_senpai#keypoints
	https://github.com/nishimura5/behavior_senpai#yolo11-and-yolov8
	https://github.com/nishimura5/behavior_senpai/blob/master/src/img/body_coco.png
	https://github.com/nishimura5/behavior_senpai#rtmpose-halpe26
	https://github.com/nishimura5/behavior_senpai/blob/master/src/img/body_halpe26.png
	https://github.com/nishimura5/behavior_senpai#rtmpose-wholebody133
	https://github.com/nishimura5/behavior_senpai/blob/master/src/img/body_wholebody133.png
	https://github.com/nishimura5/behavior_senpai/blob/master/src/img/face_wholebody133.png
	https://github.com/nishimura5/behavior_senpai#mediapipe-holistic
here	https://storage.googleapis.com/mediapipe-assets/documentation/mediapipe_face_landmark_fullsize.png
	https://github.com/nishimura5/behavior_senpai/blob/master/src/img/facemesh.png
	https://github.com/nishimura5/behavior_senpai/blob/master/src/img/facemesh2.png
	https://github.com/nishimura5/behavior_senpai/blob/master/src/img/hands.png
	https://github.com/nishimura5/behavior_senpai#interface
	https://github.com/nishimura5/behavior_senpai#folder-structure-of-data
	https://github.com/nishimura5/behavior_senpai#root-directory
	https://github.com/nishimura5/behavior_senpai#generated-files
	https://github.com/nishimura5/behavior_senpai#operational-guidelines
	https://github.com/nishimura5/behavior_senpai#track-file
Pickled Pandas DataFrame	https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.to_pickle.html
	https://github.com/nishimura5/behavior_senpai#feature-file
app_points_calc.py	https://github.com/nishimura5/behavior_senpai/blob/master/src/app_points_calc.py
app_trajplot.py	https://github.com/nishimura5/behavior_senpai/blob/master/src/app_trajplot.py
app_feat_mix.py	https://github.com/nishimura5/behavior_senpai/blob/master/src/app_feat_mix.py
app_dimredu.py	https://github.com/nishimura5/behavior_senpai/blob/master/src/app_dimredu.py
	https://github.com/nishimura5/behavior_senpai#security-considerations
here	https://docs.python.org/3/library/pickle.html
	https://github.com/nishimura5/behavior_senpai#keypoint-definition-file
keypoint folder	https://github.com/nishimura5/behavior_senpai/tree/master/src/keypoint
	https://github.com/nishimura5/behavior_senpai#keypoints-section
	https://github.com/nishimura5/behavior_senpai#draw-section
	https://github.com/nishimura5/behavior_senpai#bones-section
	https://github.com/nishimura5/behavior_senpai#annotated-video-file
	https://github.com/nishimura5/behavior_senpai#temporary-file
gui_parts.py	https://github.com/nishimura5/behavior_senpai/blob/master/src/gui_parts.py
	https://github.com/nishimura5/behavior_senpai#citation
	https://github.com/nishimura5/behavior_senpai#related-documents
Nishimura, E. Feature-based behavior coding for efficient exploratory analysis using pose estimation. Behav Res 57, 167 (2025). https://doi.org/10.3758/s13428-025-02702-6	https://link.springer.com/article/10.3758/s13428-025-02702-6
Sample Videos for Behavioral Observation Using Keypoint Detection Technology	https://hdl.handle.net/2324/7172619
Quantitative Behavioral Observation Using Keypoint Detection Technology: Towards the Development of a New Behavioral Observation Method through Video Imagery (Japanese article)	https://hdl.handle.net/2324/7170833
doi.org/10.48708/7160651	https://doi.org/10.48708/7160651
observation	https://github.com/topics/observation
python-application	https://github.com/topics/python-application
pose-estimation	https://github.com/topics/pose-estimation
ethology	https://github.com/topics/ethology
mediapipe	https://github.com/topics/mediapipe
behavior-coding	https://github.com/topics/behavior-coding
ultralytics	https://github.com/topics/ultralytics
mmpose	https://github.com/topics/mmpose
markerless-tracking	https://github.com/topics/markerless-tracking
yolov8	https://github.com/topics/yolov8
behavioral-coding	https://github.com/topics/behavioral-coding
Readme	https://github.com/nishimura5/behavior_senpai#readme-ov-file
AGPL-3.0 license	https://github.com/nishimura5/behavior_senpai#AGPL-3.0-1-ov-file
Please reload this page	https://github.com/nishimura5/behavior_senpai
Activity	https://github.com/nishimura5/behavior_senpai/activity
2 forks	https://github.com/nishimura5/behavior_senpai/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fnishimura5%2Fbehavior_senpai&report=nishimura5+%28user%29
Releases 9	https://github.com/nishimura5/behavior_senpai/releases
Behavior Senpai v1.5.1 Latest Apr 28, 2025	https://github.com/nishimura5/behavior_senpai/releases/tag/v1.5.1
+ 8 releases	https://github.com/nishimura5/behavior_senpai/releases
Please reload this page	https://github.com/nishimura5/behavior_senpai
Contributors	https://github.com/nishimura5/behavior_senpai/graphs/contributors
Please reload this page	https://github.com/nishimura5/behavior_senpai
Python 100.0%	https://github.com/nishimura5/behavior_senpai/search?l=python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.