René's URL Explorer Experiment


Title: GitHub - VILA-Lab/ActiveSAM: ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation · GitHub

Open Graph Title: GitHub - VILA-Lab/ActiveSAM: ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation

X Title: GitHub - VILA-Lab/ActiveSAM: ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation

Description: ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation - VILA-Lab/ActiveSAM

Open Graph Description: ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation - VILA-Lab/ActiveSAM

X Description: ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation - VILA-Lab/ActiveSAM

Opengraph URL: https://github.com/VILA-Lab/ActiveSAM

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:c9260485-decc-4b8c-e032-d450252e6a4b
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA00C:179A4C:183DF69:236AF91:6A4E5433
html-safe-nonce2dca7e07dad1528fad4aa455bfdfabfb5c258ddbead42e700a67a49cdbccbba6
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMDBDOjE3OUE0QzoxODNERjY5OjIzNkFGOTE6NkE0RTU0MzMiLCJ2aXNpdG9yX2lkIjoiNzQ3NzUxNjIxNTYyMDg4MzUwNyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacedf4b4bc406e6d2700eb52de99a3f27061ff9b7c372667eee7c8e8058a8fd32a
hovercard-subject-tagrepository:1270830154
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/VILA-Lab/ActiveSAM
twitter:imagehttps://opengraph.githubassets.com/3316ff45be7731918547061a79784e11c429b1a291d024d12981a68734e8b889/VILA-Lab/ActiveSAM
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/3316ff45be7731918547061a79784e11c429b1a291d024d12981a68734e8b889/VILA-Lab/ActiveSAM
og:image:altActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation - VILA-Lab/ActiveSAM
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None030096ee0db095447bfe77409d33bfac127ca7128299c58deef27c52eaa1b1f0
turbo-cache-controlno-cache
go-importgithub.com/VILA-Lab/ActiveSAM git https://github.com/VILA-Lab/ActiveSAM.git
octolytics-dimension-user_id101944607
octolytics-dimension-user_loginVILA-Lab
octolytics-dimension-repository_id1270830154
octolytics-dimension-repository_nwoVILA-Lab/ActiveSAM
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1270830154
octolytics-dimension-repository_network_root_nwoVILA-Lab/ActiveSAM
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
releasef344f1eab54fc7dfc02d0d018cda7e158c3db65c
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/VILA-Lab/ActiveSAM#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FVILA-Lab%2FActiveSAM
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/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/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/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%2FVILA-Lab%2FActiveSAM
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=VILA-Lab%2FActiveSAM
Reloadhttps://github.com/VILA-Lab/ActiveSAM
Reloadhttps://github.com/VILA-Lab/ActiveSAM
Reloadhttps://github.com/VILA-Lab/ActiveSAM
Please reload this pagehttps://github.com/VILA-Lab/ActiveSAM
VILA-Lab https://github.com/VILA-Lab
ActiveSAMhttps://github.com/VILA-Lab/ActiveSAM
Notifications https://github.com/login?return_to=%2FVILA-Lab%2FActiveSAM
Fork 0 https://github.com/login?return_to=%2FVILA-Lab%2FActiveSAM
Star 14 https://github.com/login?return_to=%2FVILA-Lab%2FActiveSAM
Code https://github.com/VILA-Lab/ActiveSAM
Issues 1 https://github.com/VILA-Lab/ActiveSAM/issues
Pull requests 0 https://github.com/VILA-Lab/ActiveSAM/pulls
Actions https://github.com/VILA-Lab/ActiveSAM/actions
Projects https://github.com/VILA-Lab/ActiveSAM/projects
Security and quality 0 https://github.com/VILA-Lab/ActiveSAM/security
Insights https://github.com/VILA-Lab/ActiveSAM/pulse
Code https://github.com/VILA-Lab/ActiveSAM
Issues https://github.com/VILA-Lab/ActiveSAM/issues
Pull requests https://github.com/VILA-Lab/ActiveSAM/pulls
Actions https://github.com/VILA-Lab/ActiveSAM/actions
Projects https://github.com/VILA-Lab/ActiveSAM/projects
Security and quality https://github.com/VILA-Lab/ActiveSAM/security
Insights https://github.com/VILA-Lab/ActiveSAM/pulse
https://github.com/VILA-Lab/ActiveSAM
Brancheshttps://github.com/VILA-Lab/ActiveSAM/branches
Tagshttps://github.com/VILA-Lab/ActiveSAM/tags
https://github.com/VILA-Lab/ActiveSAM/branches
https://github.com/VILA-Lab/ActiveSAM/tags
1 Commithttps://github.com/VILA-Lab/ActiveSAM/commits/main/
https://github.com/VILA-Lab/ActiveSAM/commits/main/
activesamhttps://github.com/VILA-Lab/ActiveSAM/tree/main/activesam
activesamhttps://github.com/VILA-Lab/ActiveSAM/tree/main/activesam
configshttps://github.com/VILA-Lab/ActiveSAM/tree/main/configs
configshttps://github.com/VILA-Lab/ActiveSAM/tree/main/configs
figurehttps://github.com/VILA-Lab/ActiveSAM/tree/main/figure
figurehttps://github.com/VILA-Lab/ActiveSAM/tree/main/figure
resultshttps://github.com/VILA-Lab/ActiveSAM/tree/main/results
resultshttps://github.com/VILA-Lab/ActiveSAM/tree/main/results
sam3https://github.com/VILA-Lab/ActiveSAM/tree/main/sam3
sam3https://github.com/VILA-Lab/ActiveSAM/tree/main/sam3
.gitignorehttps://github.com/VILA-Lab/ActiveSAM/blob/main/.gitignore
.gitignorehttps://github.com/VILA-Lab/ActiveSAM/blob/main/.gitignore
LICENSEhttps://github.com/VILA-Lab/ActiveSAM/blob/main/LICENSE
LICENSEhttps://github.com/VILA-Lab/ActiveSAM/blob/main/LICENSE
README.mdhttps://github.com/VILA-Lab/ActiveSAM/blob/main/README.md
README.mdhttps://github.com/VILA-Lab/ActiveSAM/blob/main/README.md
eval.pyhttps://github.com/VILA-Lab/ActiveSAM/blob/main/eval.py
eval.pyhttps://github.com/VILA-Lab/ActiveSAM/blob/main/eval.py
requirements.txthttps://github.com/VILA-Lab/ActiveSAM/blob/main/requirements.txt
requirements.txthttps://github.com/VILA-Lab/ActiveSAM/blob/main/requirements.txt
run_corruption.shhttps://github.com/VILA-Lab/ActiveSAM/blob/main/run_corruption.sh
run_corruption.shhttps://github.com/VILA-Lab/ActiveSAM/blob/main/run_corruption.sh
run_eval.shhttps://github.com/VILA-Lab/ActiveSAM/blob/main/run_eval.sh
run_eval.shhttps://github.com/VILA-Lab/ActiveSAM/blob/main/run_eval.sh
READMEhttps://github.com/VILA-Lab/ActiveSAM
MIT licensehttps://github.com/VILA-Lab/ActiveSAM
https://github.com/VILA-Lab/ActiveSAM#activesam-image-conditional-class-pruning-for-fast-and-accurate-open-vocabulary-segmentation
https://arxiv.org/abs/2606.16996
Tran Dinh Tienhttps://scholar.google.com/citations?user=NTeODecAAAAJ&hl=vi
Zhiqiang Shenhttps://zhiqiangshen.com/
https://github.com/VILA-Lab/ActiveSAM/blob/main/figure/processing_time_vs_miou.png
https://github.com/VILA-Lab/ActiveSAM#abstract
https://github.com/VILA-Lab/ActiveSAM#method-overview
https://github.com/VILA-Lab/ActiveSAM/blob/main/figure/activesam_method.png
https://github.com/VILA-Lab/ActiveSAM#setup
micromambahttps://mamba.readthedocs.io
https://github.com/VILA-Lab/ActiveSAM#download-checkpoints-of-sam-3
HFhttps://huggingface.co/facebook/sam3
https://github.com/VILA-Lab/ActiveSAM#dataset-preparation
mmsegmentationhttps://github.com/open-mmlab/mmsegmentation/blob/main/docs/en/user_guides/2_dataset_prepare.md
https://github.com/VILA-Lab/ActiveSAM#evaluation
https://github.com/VILA-Lab/ActiveSAM#results
https://github.com/VILA-Lab/ActiveSAM/blob/main/results/table1.png
https://github.com/VILA-Lab/ActiveSAM#speed-vs-accuracy
https://github.com/VILA-Lab/ActiveSAM/blob/main/results/table3.png
https://github.com/VILA-Lab/ActiveSAM#robustness-to-corruptions
https://github.com/VILA-Lab/ActiveSAM/blob/main/results/table2.png
https://github.com/VILA-Lab/ActiveSAM#acknowledgements
SAM 3https://github.com/facebookresearch/sam3
SegEarth-OV3https://github.com/earth-insights/SegEarth-OV-3
arxiv.org/abs/2606.16996https://arxiv.org/abs/2606.16996
zero-shot https://github.com/topics/zero-shot
sam3 https://github.com/topics/sam3
foundation-models https://github.com/topics/foundation-models
open-vocabulary-segmentation https://github.com/topics/open-vocabulary-segmentation
training-free https://github.com/topics/training-free
Readme https://github.com/VILA-Lab/ActiveSAM#readme-ov-file
MIT license https://github.com/VILA-Lab/ActiveSAM#MIT-1-ov-file
Please reload this pagehttps://github.com/VILA-Lab/ActiveSAM
Activityhttps://github.com/VILA-Lab/ActiveSAM/activity
Custom propertieshttps://github.com/VILA-Lab/ActiveSAM/custom-properties
0 forkshttps://github.com/VILA-Lab/ActiveSAM/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FVILA-Lab%2FActiveSAM&report=VILA-Lab+%28user%29
Releaseshttps://github.com/VILA-Lab/ActiveSAM/releases
Packages 0https://github.com/orgs/VILA-Lab/packages?repo_name=ActiveSAM
Please reload this pagehttps://github.com/VILA-Lab/ActiveSAM
Contributorshttps://github.com/VILA-Lab/ActiveSAM/graphs/contributors
Please reload this pagehttps://github.com/VILA-Lab/ActiveSAM
Python 99.8% https://github.com/VILA-Lab/ActiveSAM/search?l=python
Shell 0.2% https://github.com/VILA-Lab/ActiveSAM/search?l=shell
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.