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VLM R1 Referral Expression

huggingface.co·AI & ML

VLM R1 Referral Expression is a demo that accepts an image and a textual description, then highlights the corresponding region while displaying the model's reasoning steps. Built on vision-language models, it demonstrates grounding of language in visual data. It is hosted as a Hugging Face Space for community experimentation.

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VVLM R1 Referral Expression preview
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Overview

3 features

VLM R1 Referral Expression is an AI & ML project. Visually locating and explaining specific regions in images based on natural language descriptions. VLM R1 Referral Expression is an open-source project aimed at ai researchers. VLM R1 Referral Expression is free to use. It runs on the web.

omlab builds and maintains VLM R1 Referral Expression, and it first shipped in 2024. Among its 3 catalogued features are Image Upload, Region Highlighting, and Reasoning Visualization.

Summary written by a language model from the project’s public pages.

  • ✓Image Upload
  • ✓Region Highlighting
  • ✓Reasoning Visualization
Tags
visual-language-modelreferring-expressionimage-grounding
AI capabilities
ImageMultimodal
Inference: Cloud API

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
Browser
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
huggingface in the HTML

Trust & compliance

Verified signals
✓HTTPS✓Free tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed22 Jul · 21:05 UTC
    omlab/VLM-R1-Referral-Expression verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about VLM R1 Referral Expression

What is VLM R1 Referral Expression?
Visually locating and explaining specific regions in images based on natural language descriptions. It is catalogued under AI & ML on PulseGate.
Who should use VLM R1 Referral Expression?
VLM R1 Referral Expression is an open-source project built for ai researchers.
Is VLM R1 Referral Expression free?
Yes — VLM R1 Referral Expression is free to use.
What platforms does VLM R1 Referral Expression run on?
VLM R1 Referral Expression runs on the web.
Is VLM R1 Referral Expression still active?
Unverified. VLM R1 Referral Expression has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to VLM R1 Referral Expression?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
Who makes VLM R1 Referral Expression?
VLM R1 Referral Expression is developed by omlab.
How long has VLM R1 Referral Expression been around?
VLM R1 Referral Expression first shipped in 2024.

At a glance

Platforms
Web
Languages
English
Built for
ai researchers
Model
Open source
Solves
Visually locating and explaining specific regions in images based on natural language descriptions.

Registered as

Hugging Face Spaces
omlab/VLM-R1-Referral-Expression

Developer

omlab

Live coverage

Identity confidence
Medium · 81.8
Indexed
22 Jul 2026
Lifecycle
Alive
Last seen
22 Jul 2026
Identity audit (13)
Slug
omlab-vlm-r1-referral-expression-huggingface-co
Lifecycle state recorded
22 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
22 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
24 Jul 2026
Canonical URL
https://huggingface.co/spaces/omlab/VLM-R1-Referral-Expression

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