René's URL Explorer Experiment


Title: GitHub - hiveml/simple-ml-serving: Simple step-by-step guide to deploying deep learning models to production. · GitHub

Open Graph Title: GitHub - hiveml/simple-ml-serving: Simple step-by-step guide to deploying deep learning models to production.

X Title: GitHub - hiveml/simple-ml-serving: Simple step-by-step guide to deploying deep learning models to production.

Description: Simple step-by-step guide to deploying deep learning models to production. - hiveml/simple-ml-serving

Open Graph Description: Simple step-by-step guide to deploying deep learning models to production. - hiveml/simple-ml-serving

X Description: Simple step-by-step guide to deploying deep learning models to production. - hiveml/simple-ml-serving

Opengraph URL: https://github.com/hiveml/simple-ml-serving

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:9481d412-9333-66fb-159d-00d453210ae9
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id977E:1B9505:6305957:82481B1:6A5DCB8C
html-safe-nonced750ffbd3b701391bb6805a0bf9cd4554c32ee07ec43a9ec5168b49bbecc5ff2
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5NzdFOjFCOTUwNTo2MzA1OTU3OjgyNDgxQjE6NkE1RENCOEMiLCJ2aXNpdG9yX2lkIjoiMTMwOTc2ODU4Mzg1MDM0NzQwNCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac3765cd3e93677ee1f8cee5892a2fd0bacb6d4a517cf4c2ac4caa11481d4d73fc
hovercard-subject-tagrepository:116749076
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/hiveml/simple-ml-serving
twitter:imagehttps://opengraph.githubassets.com/60caef69d75b9368596a0f2cc91ffc18cb11ba3a90962ce071874255917b83ce/hiveml/simple-ml-serving
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/60caef69d75b9368596a0f2cc91ffc18cb11ba3a90962ce071874255917b83ce/hiveml/simple-ml-serving
og:image:altSimple step-by-step guide to deploying deep learning models to production. - hiveml/simple-ml-serving
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-controlno-cache
go-importgithub.com/hiveml/simple-ml-serving git https://github.com/hiveml/simple-ml-serving.git
octolytics-dimension-user_id35115603
octolytics-dimension-user_loginhiveml
octolytics-dimension-repository_id116749076
octolytics-dimension-repository_nwohiveml/simple-ml-serving
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id116749076
octolytics-dimension-repository_network_root_nwohiveml/simple-ml-serving
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/hiveml/simple-ml-serving#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhiveml%2Fsimple-ml-serving
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2Fhiveml%2Fsimple-ml-serving
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=hiveml%2Fsimple-ml-serving
Reloadhttps://github.com/hiveml/simple-ml-serving
Reloadhttps://github.com/hiveml/simple-ml-serving
Reloadhttps://github.com/hiveml/simple-ml-serving
Please reload this pagehttps://github.com/hiveml/simple-ml-serving
hiveml https://github.com/hiveml
simple-ml-servinghttps://github.com/hiveml/simple-ml-serving
Notifications https://github.com/login?return_to=%2Fhiveml%2Fsimple-ml-serving
Fork 51 https://github.com/login?return_to=%2Fhiveml%2Fsimple-ml-serving
Star 174 https://github.com/login?return_to=%2Fhiveml%2Fsimple-ml-serving
Code https://github.com/hiveml/simple-ml-serving
Issues 1 https://github.com/hiveml/simple-ml-serving/issues
Pull requests 0 https://github.com/hiveml/simple-ml-serving/pulls
Actions https://github.com/hiveml/simple-ml-serving/actions
Projects https://github.com/hiveml/simple-ml-serving/projects
Security and quality 0 https://github.com/hiveml/simple-ml-serving/security
Insights https://github.com/hiveml/simple-ml-serving/pulse
Code https://github.com/hiveml/simple-ml-serving
Issues https://github.com/hiveml/simple-ml-serving/issues
Pull requests https://github.com/hiveml/simple-ml-serving/pulls
Actions https://github.com/hiveml/simple-ml-serving/actions
Projects https://github.com/hiveml/simple-ml-serving/projects
Security and quality https://github.com/hiveml/simple-ml-serving/security
Insights https://github.com/hiveml/simple-ml-serving/pulse
https://github.com/hiveml/simple-ml-serving
Brancheshttps://github.com/hiveml/simple-ml-serving/branches
Tagshttps://github.com/hiveml/simple-ml-serving/tags
https://github.com/hiveml/simple-ml-serving/branches
https://github.com/hiveml/simple-ml-serving/tags
60 Commitshttps://github.com/hiveml/simple-ml-serving/commits/master/
https://github.com/hiveml/simple-ml-serving/commits/master/
testhttps://github.com/hiveml/simple-ml-serving/tree/master/test
testhttps://github.com/hiveml/simple-ml-serving/tree/master/test
.dockerignorehttps://github.com/hiveml/simple-ml-serving/blob/master/.dockerignore
.dockerignorehttps://github.com/hiveml/simple-ml-serving/blob/master/.dockerignore
.gitignorehttps://github.com/hiveml/simple-ml-serving/blob/master/.gitignore
.gitignorehttps://github.com/hiveml/simple-ml-serving/blob/master/.gitignore
Dockerfilehttps://github.com/hiveml/simple-ml-serving/blob/master/Dockerfile
Dockerfilehttps://github.com/hiveml/simple-ml-serving/blob/master/Dockerfile
LICENSEhttps://github.com/hiveml/simple-ml-serving/blob/master/LICENSE
LICENSEhttps://github.com/hiveml/simple-ml-serving/blob/master/LICENSE
README.mdhttps://github.com/hiveml/simple-ml-serving/blob/master/README.md
README.mdhttps://github.com/hiveml/simple-ml-serving/blob/master/README.md
basic_proxy.jshttps://github.com/hiveml/simple-ml-serving/blob/master/basic_proxy.js
basic_proxy.jshttps://github.com/hiveml/simple-ml-serving/blob/master/basic_proxy.js
docker-build.shhttps://github.com/hiveml/simple-ml-serving/blob/master/docker-build.sh
docker-build.shhttps://github.com/hiveml/simple-ml-serving/blob/master/docker-build.sh
echo_server.pyhttps://github.com/hiveml/simple-ml-serving/blob/master/echo_server.py
echo_server.pyhttps://github.com/hiveml/simple-ml-serving/blob/master/echo_server.py
label_image.pyhttps://github.com/hiveml/simple-ml-serving/blob/master/label_image.py
label_image.pyhttps://github.com/hiveml/simple-ml-serving/blob/master/label_image.py
p2p_client.shhttps://github.com/hiveml/simple-ml-serving/blob/master/p2p_client.sh
p2p_client.shhttps://github.com/hiveml/simple-ml-serving/blob/master/p2p_client.sh
p2p_proxy.jshttps://github.com/hiveml/simple-ml-serving/blob/master/p2p_proxy.js
p2p_proxy.jshttps://github.com/hiveml/simple-ml-serving/blob/master/p2p_proxy.js
package-lock.jsonhttps://github.com/hiveml/simple-ml-serving/blob/master/package-lock.json
package-lock.jsonhttps://github.com/hiveml/simple-ml-serving/blob/master/package-lock.json
package.jsonhttps://github.com/hiveml/simple-ml-serving/blob/master/package.json
package.jsonhttps://github.com/hiveml/simple-ml-serving/blob/master/package.json
seaport_proxy.jshttps://github.com/hiveml/simple-ml-serving/blob/master/seaport_proxy.js
seaport_proxy.jshttps://github.com/hiveml/simple-ml-serving/blob/master/seaport_proxy.js
tf_classify_client.shhttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_client.sh
tf_classify_client.shhttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_client.sh
tf_classify_server.jshttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_server.js
tf_classify_server.jshttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_server.js
tf_classify_server.pyhttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_server.py
tf_classify_server.pyhttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_server.py
tf_classify_server.shhttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_server.sh
tf_classify_server.shhttps://github.com/hiveml/simple-ml-serving/blob/master/tf_classify_server.sh
READMEhttps://github.com/hiveml/simple-ml-serving
MIT licensehttps://github.com/hiveml/simple-ml-serving
https://github.com/hiveml/simple-ml-servinghttps://github.com/hiveml/simple-ml-serving
https://blog.thehive.aihttps://blog.thehive.ai
https://github.com/hiveml/simple-ml-serving#simple-ml-serving
https://github.com/hiveml/simple-ml-serving#or-i-just-trained-a-machine-learning-model---now-what-
Check your tensorflow installationhttps://github.com/hiveml/simple-ml-serving/blob/master/test/test_tensorflow.sh
Run online classification from stdinhttps://github.com/hiveml/simple-ml-serving/blob/master/test/test_label_image.sh
Run online classification on localhosthttps://github.com/hiveml/simple-ml-serving/blob/master/test/test_tf_classify_server.sh
Put classifiers behind a hardcoded proxyhttps://github.com/hiveml/simple-ml-serving/blob/master/test/test_basic_proxy.sh
Put classifiers behind a proxy with service discoveryhttps://github.com/hiveml/simple-ml-serving/blob/master/test/test_seaport_proxy.sh
Call classifiers using a pseudo-DNShttps://github.com/hiveml/simple-ml-serving/blob/master/test/test_p2p_proxy.sh
https://github.com/hiveml/simple-ml-serving#ml-in-production
https://www.tensorflow.org/tutorials/image_retraininghttps://www.tensorflow.org/tutorials/image_retraining
Dockerhttps://www.docker.com/get-docker
prebuilt Docker imagehttps://hub.docker.com/r/liubowei/simple-ml-serving/
label_image.pyhttps://github.com/tensorflow/tensorflow/blob/r1.4/tensorflow/examples/image_retraining/label_image.py
another inference scripthttps://github.com/tensorflow/models/blob/master/tutorials/image/imagenet/classify_image.py#L130
https://github.com/hiveml/simple-ml-serving#converting-one-shot-inference-to-online-inference-tensorflow
https://github.com/hiveml/simple-ml-serving/blob/master/label_image.pyhttps://github.com/hiveml/simple-ml-serving/blob/master/label_image.py
https://github.com/hiveml/simple-ml-serving#converting-one-shot-inference-to-online-inference-other-ml-frameworks
http://nbviewer.jupyter.org/github/BVLC/caffe/blob/master/examples/00-classification.ipynbhttp://nbviewer.jupyter.org/github/BVLC/caffe/blob/master/examples/00-classification.ipynb
https://github.com/awslabs/mxnet-model-serverhttps://github.com/awslabs/mxnet-model-server
https://github.com/hiveml/simple-ml-serving#deployment
https://github.com/hiveml/simple-ml-serving#scaling-up-load-balancing-and-service-discovery
https://github.com/hiveml/simple-ml-serving#rpc-deployment
https://github.com/hiveml/simple-ml-serving#conclusion-and-further-reading
Readme https://github.com/hiveml/simple-ml-serving#readme-ov-file
MIT license https://github.com/hiveml/simple-ml-serving#MIT-1-ov-file
Please reload this pagehttps://github.com/hiveml/simple-ml-serving
Activityhttps://github.com/hiveml/simple-ml-serving/activity
Custom propertieshttps://github.com/hiveml/simple-ml-serving/custom-properties
51 forkshttps://github.com/hiveml/simple-ml-serving/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fhiveml%2Fsimple-ml-serving&report=hiveml+%28user%29
Releaseshttps://github.com/hiveml/simple-ml-serving/releases
Packages 0https://github.com/orgs/hiveml/packages?repo_name=simple-ml-serving
Please reload this pagehttps://github.com/hiveml/simple-ml-serving
Please reload this pagehttps://github.com/hiveml/simple-ml-serving
Contributorshttps://github.com/hiveml/simple-ml-serving/graphs/contributors
Please reload this pagehttps://github.com/hiveml/simple-ml-serving
Python 55.6% https://github.com/hiveml/simple-ml-serving/search?l=python
Shell 24.7% https://github.com/hiveml/simple-ml-serving/search?l=shell
JavaScript 19.7% https://github.com/hiveml/simple-ml-serving/search?l=javascript
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.