Universe/Vision/Image/IDEA-Research
Research/nonprofit watchAutomated record

IDEA-Research

Developer distribution advantage

Visit website ↗
Rising signal65.3
Rising rankLonglist
Profile completeness57%
Last public activityAug 30, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

3MHF model downloads249.8K per model
231HF followers533 total likes
58.6KGitHub stars5.1K forks
12Model portfolio3 datasets · 1 Spaces

WHY IT IS ON THE RADAR

Developer distribution advantage

  • Usage outruns audience
  • High reach per model
  • Shipping now
02

MODEL FOOTPRINT

What it publishes

Vision/ImageMultimodal
Most popular HF repositoryIDEA-Research/grounding-dino-base1.5M downloads · 203 likes ↗
Top tasks
zero-shot-object-detection (3), object-detection (5), image-text-to-text (3)
Model sizes
<0.5B (7); 3-10B (5)
Base families
CLIP, Qwen
Libraries
transformers
03

DEVELOPER ACTIVITY

How it ships

Original repositories49
Forked repositoriesNot verified
Pushed in 90 days3
Archived share0%
Most-starred repositoryIDEA-Research/Grounded-Segment-Anything17.7K stars · 1.6K forks ↗
Languages
Python, Jupyter Notebook, TypeScript, HTML, C++
Topics
object-detection, pose-estimation, open-set, detection, mllm, detr, open-world, llm, iccv2023, dab-detr
Latest release
IDEA-Research/deepdataspace · Mar 25, 2026
04

ACTIVITY TIMELINE

Latest observed moves

  1. GitHub pushRepository activity ↗
  2. GitHub releaseRelease v0.12.3 ↗
  3. HF modelModel published or updated ↗
  4. HF datasetDataset published or updated ↗
  5. HF SpaceSpace published or updated ↗
05

THE NEOLAB STACK

Publicly evidenced tooling

Training
Transformers
Compute
Not disclosed
Hardware
Not disclosed
Tracking
Not disclosed
Bottlenecks
Not disclosed

“Not disclosed” means no evidence was found in the sampled public metadata or top model card—not that the lab does not use the tool.

06

COMPARABLE LABS

Nearest modality peers

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Signal 64.6 · 10.5K downloads · 4.3K stars
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Signal 61.2 · 123.1K downloads · 145 stars
Segmind
Signal 61.5 · 38.8K downloads · 1.3K stars
Pruna AI
Signal 60.1 · 90.9K downloads · 1.7K stars
KREA
Signal 56.0 · 172.2K downloads · 2.7K stars

INVESTOR DILIGENCE

Validate developer-to-model conversion, enterprise usage, and repeat adoption.

  • HF member count is only a public-profile proxy

MISSING FROM THIS RECORD

foundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts

Completeness: 8 of 14 tracked field groups. Unknowns are explicit so an analyst can close them.

DATA PROVENANCE

Every claim should be auditable.

Platform counters are a point-in-time public snapshot. Editorial facts are only promoted after source review.

Hugging Face organizationObserved 2026-09-03 ↗GitHub organization APIObserved 2026-09-03 ↗

NEOLAB TRACKER PRO

Know when the thesis changes.

Weekly deltas, funding and team alerts, portfolio watchlists, CSV exports and an analyst-ready API turn a static profile into a sourcing system.

See tracker plans →