Trusted by industry leaders, universities & startups
001
200,000+
Human-captured images
002
250+
Classes
003
100,000+
Contributors
004
89K+
Kaggle downloads
WHY DATACLUSTER
Data your model won't see in a studio
We're a team of computer-vision specialists crowdsourcing and curating high-quality real-world data from a network of 100,000+ contributors. Models fail on the long tail — we collect the long tail, from real streets, farms, factories and homes across geographies.
DIFF_01
Real-world diversity
Data from real streets, homes and fields across geographies — the edge cases studio datasets never contain.
DIFF_02
Massive contributor network
100,000+ vetted contributors let us scale collection to new classes, regions and conditions in days.
DIFF_03
Human-in-the-loop QA
Every batch passes multi-stage human review with measurable inter-annotator agreement.
DIFF_04
Custom collection on demand
Define the spec — we field it. From rare classes to specific devices, weather or times of day.
WHAT WE DO
One partner for your entire data pipeline
Off-the-shelf datasets
65+ ready-to-use, real-world datasets on Kaggle, Hugging Face and Roboflow — spanning 250+ classes.
See datasets → 02 / COLLECTIONCustom data collection
We field 100,000+ contributors to capture image, video & audio data to your exact spec.
How it works → 03 / ANNOTATIONAnnotation & QA
Bounding boxes, segmentation masks, OCR and captioning — human-verified at every stage.
See services → 04 / AGENTICAgentic & multimodal
Visual QA, captioning, GUI screenshots and LMM training data — for agents that reason about the real world.
Explore agentic data →/// LET'S BUILD YOUR DATASET