Prelabel training datasets using foundation models to save time and costs. Focus human effort on reviewing the most high-value tasks.
Use foundation models and templated prompts to accelerate your labeling operations. Optimize prompts, validate outputs, and make corrections - all in real-time with an easy-to-use UI and LLM toolchain.
We experimented with ChatGPT to bootstrap labeling, but experienced many hallucinations.
Using Label Studio, we achieved 93% human labeling accuracy through automation, and seamlessly integrated the predictions into our quality review workflow.
Dr. Tilo Sperling, Head of AI-Projects Business Applications
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Automate tedious day-to-day tasks with powerful models like Segment Anything. Easily integrate your own models and automated workflows using the Label Studio SDK and APIs.
Uncover valuable data, auto label it in seconds, and use human-in-the-loop review to achieve the best results. HumanSignal is the only platform for launching and scaling AI products fast, from preparing training data to fine-tuning and validating models. Any data type, any use case - all in one place.
Bootstrap training data for new models, and identify data for model expansion and fine-tuning. Labeling Automation is currently in Private Preview—join the waitlist to get a demo or request early access.