Tiny yet powerful
A compact footprint built for exceptionally fast visual understanding.
Open-source visual intelligence v2.0 available
Powerful Vision AI
That Runs Anywhere
Moondream is a lightweight open-source vision-language model that understands images, reads text, answers questions, and runs efficiently across edge devices, desktops, cloud infrastructure, and embedded hardware.
Open weights No vendor lock-in Private by design
Vision active01 / 06
VISION
Multimodal reasoning
at the speed of thought.
at the speed of thought.
CAPTIONGolden hour by the lake
TEXT FOUND96.8% confidence
DEPLOYMENTReady for edge
LATENCY48ms inference
2B+Parameters
100+Languages
MillionsImages processed
OpenGitHub ready
Runs everywhere
CPU GPU Edge Cloud
Trusted by people building the visual future
RESEARCHROBOTICSHEALTHCAREEDUCATIONMANUFACTURINGPUBLIC SECTORAI STARTUPS
CapabilitiesSmall model.
Small model.
Expansive perspective.
Everything you need to see, read, reason, and respond—without the heavyweight infrastructure.
Vision understanding
Reason about scenes, relationships, and the details that matter.
Visual Q&A
Ask natural-language questions about any image or frame.
Precise OCR
Read text in receipts, documents, interfaces, and photos.
Object detection
Find, count, and localize objects with grounded answers.
Image captioning
Generate rich, context-aware descriptions in seconds.
Open source
Inspect the weights, own the stack, and build in the open.
Edge native
Deploy privately on devices without shipping images away.
Multimodal intelligence
A single model that connects pixels, words, and intent.
API ready
Move from prototype to production with a clean developer surface.
Interactive playgroundGive your images
Give your images
a thinking partner.
Drop in an image, choose a task, and see how compact visual intelligence feels in practice.
Image input
person 99%
book 97%
lake 96%
lake-reading-scene.jpgReady for visual reasoning
Processed Moondream assistantmoondream-2b
How it worksA clear path from
A clear path from
pixels to possibility.
Moondream turns visual input into grounded language through a deliberately efficient multimodal pipeline.
Upload image
Pixels in
Vision encoder
Visual tokens
Embedding layer
Scene context
Language model
Reasoning
Generated response
Useful output
Designed for useful answers, not unnecessary compute.
Input Understand Respond
Choose your moonshotRight-sized intelligence
Right-sized intelligence
for your environment.
Start small, scale when you need to, and keep full control at every stage.
Edge ready
Moondream 0.5B
Ultra-lightweight visual intelligence for low-power environments.
- Offline capable
- Fast on CPU
- Embedded friendly
- Low memory profile
Recommended for production
Most capable
Moondream 2B
The best balance of visual nuance, speed, and deployment flexibility.
- Advanced reasoning
- Cloud and GPU ready
- Production proven
- Flexible integrations
Scale out
Moondream API
A familiar developer interface for fast experiments and teams.
- REST & Python
- Easy batching
- Team friendly
- Open architecture
Builder friendlyA delightful path
A delightful path
from idea to shipped.
A clean, familiar interface lets your team build private visual experiences without a complicated platform in the middle.
4 linesto your first visual answer
Browse developer resources ↗from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained(
"vikhyatk/moondream2", trust_remote_code=True
)
answer = model.answer_question(
image, "What is happening in this scene?"
)
print(answer) Environment readymoondream v2.0.1
Built for the real worldWhere visual insight
Where visual insight
changes the outcome.
Make devices more helpful, workflows more inclusive, and visual data more useful in the places it matters.
Healthcare
Explain medical imagery and digitize clinical paperwork.
Education
Make diagrams, texts, and learning materials more accessible.
Retail
Catalog inventory, analyze shelves, and streamline discovery.
Agriculture
Inspect crops, monitor fields, and understand visual anomalies.
Manufacturing
Read gauges and identify quality issues at the edge.
Security
Build private, low-latency visual review workflows.
Performance benchmarksBuilt for the speed
Built for the speed
of useful work.
Lean architecture means better responsiveness where it matters: in real product interactions.
Why MoondreamMore capability.
Typical deployment profileMore capability.
Less compromise.
| Capability | Moondream | Traditional OCR | Large vision models |
|---|---|---|---|
| Speed | Sub-second on-device | Fast for text | Cloud-dependent |
| Accuracy | Strong visual reasoning | Text extraction only | Strong, high compute |
| Offline support | Native | Native | Rare |
| Memory usage | Low | Low | High |
| Deployment | Any environment | Any environment | Usually cloud |
| Edge support | Purpose-built | Limited scope | Limited |
| Open source | Yes | Varies | Varies |
| Customization | Full control | Rules based | Complex |
Loved by buildersA smaller model with
A smaller model with
an outsized impact.
“
Moondream made it practical to put visual language reasoning directly on our field hardware.
JK
Jules KimRobotics engineer
“
The quality-to-footprint ratio is remarkable. It has become our first baseline for visual agents.
SR
Sofia RaoResearch scientist
“
We shipped an entirely private image assistant in days, not quarters. That changes the product roadmap.
AM
Alex MorganStartup founder
FAQQuestions,
Questions,
answered clearly.
From first prototype to production deployment, start with the essentials.
Moondream is a compact open-source vision-language model that can answer questions about images, generate captions, read text, and reason about visual scenes.
Build something luminousStart building intelligent
Start building intelligent
vision applications today.
Open weights. Flexible deployment. Meaningful visual intelligence in your hands.