René's URL Explorer Experiment

Title: GitHub - Algorithm-learning-community-for-python/GPT4RoI: GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest · GitHub

Open Graph Title: GitHub - Algorithm-learning-community-for-python/GPT4RoI: GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

X Title: GitHub - Algorithm-learning-community-for-python/GPT4RoI: GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Description: GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest - Algorithm-learning-community-for-python/GPT4RoI

Open Graph Description: GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest - Algorithm-learning-community-for-python/GPT4RoI

X Description: GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest - Algorithm-learning-community-for-python/GPT4RoI

Opengraph URL: https://github.com/Algorithm-learning-community-for-python/GPT4RoI

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:4493cfde-5ad4-da48-35d0-54386814a6e3
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	8B02:147377:E345F0:132B814:6A51FEFE
html-safe-nonce	740f794bb34e30e17d46f6017da39190d9195b9f178fd76f58f92f46de7aa4c9
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4QjAyOjE0NzM3NzpFMzQ1RjA6MTMyQjgxNDo2QTUxRkVGRSIsInZpc2l0b3JfaWQiOiI0MDYwNjk1NDYzMzU1MDg4NjM4IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	646ac49c8e6749e1e117871630376f4a2e11eed34239cebda26726d05dc47eec
hovercard-subject-tag	repository:663512732
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/Algorithm-learning-community-for-python/GPT4RoI
twitter:image	https://opengraph.githubassets.com/f68ae00418ec052e1f9e48eb7e9e6204a46287fe48ecb19b90ec22a13a15c9bc/Algorithm-learning-community-for-python/GPT4RoI
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/f68ae00418ec052e1f9e48eb7e9e6204a46287fe48ecb19b90ec22a13a15c9bc/Algorithm-learning-community-for-python/GPT4RoI
og:image:alt	GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest - Algorithm-learning-community-for-python/GPT4RoI
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	b9a586c06a05a7a86fc7e3f4dbd03e42f6869085879aa184aa6369456dbd50fb
turbo-cache-control	no-cache
go-import	github.com/Algorithm-learning-community-for-python/GPT4RoI git https://github.com/Algorithm-learning-community-for-python/GPT4RoI.git
octolytics-dimension-user_id	63087836
octolytics-dimension-user_login	Algorithm-learning-community-for-python
octolytics-dimension-repository_id	663512732
octolytics-dimension-repository_nwo	Algorithm-learning-community-for-python/GPT4RoI
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	663121272
octolytics-dimension-repository_parent_nwo	jshilong/GPT4RoI
octolytics-dimension-repository_network_root_id	663121272
octolytics-dimension-repository_network_root_nwo	jshilong/GPT4RoI
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	7aed05249554b889eb33d002851a973eebcc7e91
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FAlgorithm-learning-community-for-python%2FGPT4RoI
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/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/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/enterprise/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%2FAlgorithm-learning-community-for-python%2FGPT4RoI
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=Algorithm-learning-community-for-python%2FGPT4RoI
Reload	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Reload	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Reload	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Please reload this page	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Algorithm-learning-community-for-python	https://github.com/Algorithm-learning-community-for-python
GPT4RoI	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
jshilong/GPT4RoI	https://github.com/jshilong/GPT4RoI
Notifications	https://github.com/login?return_to=%2FAlgorithm-learning-community-for-python%2FGPT4RoI
Fork 0	https://github.com/login?return_to=%2FAlgorithm-learning-community-for-python%2FGPT4RoI
Star 0	https://github.com/login?return_to=%2FAlgorithm-learning-community-for-python%2FGPT4RoI
Code	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Pull requests 0	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/pulls
Actions	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/actions
Projects	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/projects
Security and quality 0	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/security
Insights	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/pulse
Code	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Pull requests	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/pulls
Actions	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/actions
Projects	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/projects
Security and quality	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/security
Insights	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/pulse
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Branches	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/branches
Tags	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tags
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/branches
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tags
5 Commits	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/commits/main/
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/commits/main/
figs	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/figs
figs	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/figs
gpt4roi	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/gpt4roi
gpt4roi	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/gpt4roi
llava	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/llava
llava	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/llava
mmcv-1.4.7	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/mmcv-1.4.7
mmcv-1.4.7	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/mmcv-1.4.7
mmdet	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/mmdet
mmdet	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/mmdet
scripts	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/scripts
scripts	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/tree/main/scripts
.gitignore	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/.gitignore
.gitignore	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/.gitignore
LICENSE	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/LICENSE
LICENSE	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/LICENSE
README.md	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/README.md
README.md	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/README.md
mmcv	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/mmcv
mmcv	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/mmcv
pyproject.toml	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/pyproject.toml
pyproject.toml	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/pyproject.toml
train_stage1.sh	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/train_stage1.sh
train_stage1.sh	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/train_stage1.sh
train_stage2.sh	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/train_stage2.sh
train_stage2.sh	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/train_stage2.sh
README	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
License	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Demo	http://139.196.83.164:7000/
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#gpt4roi-instruction-tuning-large-language-model-on-region-of-interest-fire-demo-fire
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/figs/demo1.gif
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/figs/demo2.gif
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#introduction
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/figs/framework.png
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest	https://jshilong.github.io/images/gpt4roi.pdf
Shilong Zhang*	https://jshilong.github.io/
Peize Sun*	https://peizesun.github.io/
Shoufa Chen*	https://www.shoufachen.com/
Demo	http://139.196.83.164:7000/
Paper	https://jshilong.github.io/images/gpt4roi.pdf
中文介绍	https://zhuanlan.zhihu.com/p/640283103
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#demo--paper-中文介绍
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#updates
here	http://139.196.83.164:7000/
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#contents
Install	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#Install
Data	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#Data
GPT4RoI Weights	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/Weights
Training	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#Training
Gradio	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#Gradio
Acknowledge	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#Acknowledge
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#install
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#data
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#note
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#weights
coming soon.	https://GPT4RoI.github.io/
here	https://huggingface.co/docs/transformers/main/model_doc/llama
coming soon.	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#gpt4roi-7b
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#training
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#stage-1
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#gradio
Gradio Box	https://github.com/ShoufaChen/gradio-dev
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#notes
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/blob/main/figs/fig1.png
	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#acknowledge
LLaVA	https://github.com/haotian-liu/LLaVA
Vicuna	https://github.com/lm-sys/FastChat
VCR	https://visualcommonsense.com/
Readme	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#readme-ov-file
View license	https://github.com/Algorithm-learning-community-for-python/GPT4RoI#License-1-ov-file
Please reload this page	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Activity	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/activity
Custom properties	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/custom-properties
0 forks	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FAlgorithm-learning-community-for-python%2FGPT4RoI&report=Algorithm-learning-community-for-python+%28user%29
Releases	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/releases
Packages 0	https://github.com/orgs/Algorithm-learning-community-for-python/packages?repo_name=GPT4RoI
Please reload this page	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
Contributors	https://github.com/Algorithm-learning-community-for-python/GPT4RoI/graphs/contributors
Please reload this page	https://github.com/Algorithm-learning-community-for-python/GPT4RoI
	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.