Research/nonprofit watchAutomated record
Photogrammetry and Remote Sensing Lab of ETH Zurich
Developer distribution advantage
01
PUBLIC TRACTION
Usage, audience and developer pull
34.2KHF model downloads1.2K per model
176HF followers1.6K total likes
8.4KGitHub stars773 forks
29Model portfolio6 datasets · 11 Spaces
WHY IT IS ON THE RADAR
Developer distribution advantage
- Usage outruns audience
02
MODEL FOOTPRINT
What it publishes
Vision/Image
Most popular HF repositoryprs-eth/marigold-normals-v1-16.8K downloads · 10 likes ↗
- Top tasks
- image-to-image (11), depth-estimation (9), image-segmentation (1)
- Model sizes
- 0.5-3B (13); Unknown (10); <0.5B (6)
- Base families
- Stable Diffusion
- Libraries
- diffusers, pytorch
03
DEVELOPER ACTIVITY
How it ships
Original repositories43
Forked repositories2
Pushed in 90 days1
Archived share0%
Most-starred repositoryprs-eth/Marigold3.2K stars · 208 forks ↗
- Languages
- Python, Jupyter Notebook
- Topics
- depth-estimation, diffusion, sceneflow, super-resolution, deep-learning, point-cloud, monocular-depth-estimation, 3dvision, remote-sensing, opticalflow
- Latest release
- None in sample · Not observed
04
ACTIVITY TIMELINE
Latest observed moves
- HF SpaceSpace published or updated ↗
- HF datasetDataset published or updated ↗
- GitHub pushRepository activity ↗
- HF modelModel published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Diffusers
- 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
Laxhar Dream Lab
KREA
🧨Diffusers
HistAI
Pruna AIINVESTOR 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.
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.