René's URL Explorer Experiment

Title: GitHub - MegEngine/MegFlow: Efficient ML solution for long-tailed demands.

Open Graph Title: GitHub - MegEngine/MegFlow: Efficient ML solution for long-tailed demands.

X Title: GitHub - MegEngine/MegFlow: Efficient ML solution for long-tailed demands.

Description: Efficient ML solution for long-tailed demands. Contribute to MegEngine/MegFlow development by creating an account on GitHub.

Open Graph Description: Efficient ML solution for long-tailed demands. Contribute to MegEngine/MegFlow development by creating an account on GitHub.

X Description: Efficient ML solution for long-tailed demands. Contribute to MegEngine/MegFlow development by creating an account on GitHub.

Mail addresses
megengine-support@megvii.com

Opengraph URL: https://github.com/MegEngine/MegFlow

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:c00a51b4-be28-8b03-cee8-4a7f88ae0acf
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	B322:35C77:4E21CAE:6B26F0E:698CE9B5
html-safe-nonce	9aaed839fc0699e8c8c130e800d7e5e9cb1a7b055bab0cdf343a0f52e2cf19ba
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMzIyOjM1Qzc3OjRFMjFDQUU6NkIyNkYwRTo2OThDRTlCNSIsInZpc2l0b3JfaWQiOiI1NzQ0NDc0ODk1NjY5ODQ4NTAxIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	dbdd074806613e7f0126b5a2b775eae9fbc1e709ef24af70fce14019e72db582
hovercard-subject-tag	repository:397162444
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/MegEngine/MegFlow
twitter:image	https://opengraph.githubassets.com/604c0e414e2318a41e79dd0b4fd42996ff1df4268d338c9f3265e25b405e2147/MegEngine/MegFlow
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/604c0e414e2318a41e79dd0b4fd42996ff1df4268d338c9f3265e25b405e2147/MegEngine/MegFlow
og:image:alt	Efficient ML solution for long-tailed demands. Contribute to MegEngine/MegFlow development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-control	no-preview
go-import	github.com/MegEngine/MegFlow git https://github.com/MegEngine/MegFlow.git
octolytics-dimension-user_id	61609124
octolytics-dimension-user_login	MegEngine
octolytics-dimension-repository_id	397162444
octolytics-dimension-repository_nwo	MegEngine/MegFlow
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	397162444
octolytics-dimension-repository_network_root_nwo	MegEngine/MegFlow
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	3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FMegEngine%2FMegFlow
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
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
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FMegEngine%2FMegFlow
Sign up	https://patch-diff.githubusercontent.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=MegEngine%2FMegFlow
Reload	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Reload	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Reload	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
MegEngine	https://patch-diff.githubusercontent.com/MegEngine
MegFlow	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FMegEngine%2FMegFlow
Fork 40	https://patch-diff.githubusercontent.com/login?return_to=%2FMegEngine%2FMegFlow
Star 407	https://patch-diff.githubusercontent.com/login?return_to=%2FMegEngine%2FMegFlow
Apache-2.0 license	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/LICENSE
407 stars	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/stargazers
40 forks	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/forks
Branches	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/branches
Tags	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tags
Activity	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2FMegEngine%2FMegFlow
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FMegEngine%2FMegFlow
Code	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Issues 3	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/issues
Pull requests 20	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/pulls
Actions	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/actions
Projects 0	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/projects
Wiki	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/wiki
Security 0	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/security
Insights	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/pulse
Code	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Issues	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/issues
Pull requests	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/pulls
Actions	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/actions
Projects	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/projects
Wiki	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/wiki
Security	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/security
Insights	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/pulse
Branches	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/branches
Tags	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tags
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/branches
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tags
87 Commits	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/commits/master/
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/commits/master/
.github	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/.github
.github	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/.github
ci	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/ci
ci	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/ci
docs	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/docs
docs	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/docs
flow-debugger	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-debugger
flow-debugger	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-debugger
flow-derive	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-derive
flow-derive	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-derive
flow-message	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-message
flow-message	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-message
flow-plugins	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-plugins
flow-plugins	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-plugins
flow-python	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-python
flow-python	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-python
flow-quickstart	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-quickstart
flow-quickstart	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-quickstart
flow-rs	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-rs
flow-rs	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tree/master/flow-rs
.gitignore	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/.gitignore
.gitmodules	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/.gitmodules
.gitmodules	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/.gitmodules
ACKNOWLEDGEMENTS	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/ACKNOWLEDGEMENTS
ACKNOWLEDGEMENTS	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/ACKNOWLEDGEMENTS
Cargo.lock	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Cargo.lock
Cargo.lock	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Cargo.lock
Cargo.toml	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Cargo.toml
Cargo.toml	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Cargo.toml
Dockerfile.github-dev	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Dockerfile.github-dev
Dockerfile.github-dev	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Dockerfile.github-dev
Dockerfile.github-release	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Dockerfile.github-release
Dockerfile.github-release	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/Dockerfile.github-release
LICENSE	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/LICENSE
README.md	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/README.md
README_zh.md	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/README_zh.md
README_zh.md	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/README_zh.md
logo.png	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/logo.png
logo.png	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/logo.png
pylintrc	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/pylintrc
pylintrc	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/pylintrc
README	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Apache-2.0 license	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/logo.png
简体中文	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/README_zh.md
Documentation	https://megflow.readthedocs.io/zh_CN/latest/
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#megflow--documentation
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/LICENSE
	https://camo.githubusercontent.com/b9dc3e7ef95bfd106c7b9f648ba8e15aee2524cb83c318d3bb84beae9664aae0/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f616374696f6e732f776f726b666c6f772f7374617475732f6d6567656e67696e652f6d6567666c6f772f7562756e74752d7838362d6370752e796d6c3f6272616e63683d6d6173746572
	https://camo.githubusercontent.com/3eaab0bbfa539d21c4f959cdfeac00724b6b068ea34f1480b48b47ede6b3f73f/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f616374696f6e732f776f726b666c6f772f7374617475732f6d6567656e67696e652f6d6567666c6f772f6d61636f732d7838362d6370752e796d6c3f6272616e63683d6d6173746572
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#howto
run with prebuilt .whl	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/02-how-to-run/run-in-15-minutes.en.md
generate RTSP	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/02-how-to-run/generate-rtsp.zh.md
build on docker	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/01-how-to-build/build-with-docker.zh.md
build from source	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/01-how-to-build/build-from-source.zh.md
build on win10 wsl	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/01-how-to-build/build-on-win10.zh.md
build on armv8	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/01-how-to-build/build-on-aarch64.zh.md
tutorial01: quickstart	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/03-how-to-add-my-service/01-quickstart.zh.md
tutorial02: detect and classify on video stream	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/03-how-to-add-my-service/02-det-attr.zh.md
tutorial03: batching and pipeline test	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/03-how-to-add-my-service/03-batching-and-pipeline-test.zh.md
tutorial04: visualization	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/03-how-to-add-my-service/04-web-visualization.zh.md
how to debug	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/how-to-debug.zh.md
how to contribute	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/how-to-contribute.zh.md
FAQ	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/docs/FAQ.zh.md
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#current-support-matrix
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#built-in-applications
cat finder	https://github.com/MegEngine/MegFlow/tree/master/flow-python/examples/application/cat_finder
electric bicycle detection	https://github.com/MegEngine/MegFlow/tree/master/flow-python/examples/application/electric_bicycle
video super resolution	https://github.com/MegEngine/MegFlow/tree/master/flow-python/examples/application/video_super_resolution
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#features
async-std	https://github.com/async-rs/async-std
tokio1	https://github.com/tokio-rs/tokio
toml	https://toml.io/en/
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#coming-soon
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#contact-us
	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#license
Apache 2.0	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/blob/master/LICENSE
rust	https://patch-diff.githubusercontent.com/topics/rust
computer-vision	https://patch-diff.githubusercontent.com/topics/computer-vision
deep-learning	https://patch-diff.githubusercontent.com/topics/deep-learning
pipeline	https://patch-diff.githubusercontent.com/topics/pipeline
pipeline-framework	https://patch-diff.githubusercontent.com/topics/pipeline-framework
python3	https://patch-diff.githubusercontent.com/topics/python3
megengine	https://patch-diff.githubusercontent.com/topics/megengine
megenginelite	https://patch-diff.githubusercontent.com/topics/megenginelite
Readme	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/MegEngine/MegFlow#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Activity	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/activity
Custom properties	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/custom-properties
407 stars	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/stargazers
15 watching	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/watchers
40 forks	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FMegEngine%2FMegFlow&report=MegEngine+%28user%29
Releases	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/releases
5 tags	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/tags
Packages 0	https://patch-diff.githubusercontent.com/orgs/MegEngine/packages?repo_name=MegFlow
Please reload this page	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Contributors 8	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/graphs/contributors
Please reload this page	https://patch-diff.githubusercontent.com/MegEngine/MegFlow
Rust 64.6%	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/search?l=rust
Python 23.0%	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/search?l=python
JavaScript 9.5%	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/search?l=javascript
HTML 1.4%	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/search?l=html
CSS 1.3%	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/search?l=css
Shell 0.2%	https://patch-diff.githubusercontent.com/MegEngine/MegFlow/search?l=shell
	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.