encord.com
Overview
Encord is a multimodal data infrastructure platform designed for physical AI and enterprise teams. It provides a comprehensive suite of tools to manage, curate, annotate, and align large-scale datasets, including video, images, audio, LiDAR, text, and sensor fusion data. By supporting complex, multimodal workflows, Encord enables teams to build and deploy production-grade AI models with high precision.
The platform is built for AI engineers and data scientists working on physical AI systems who need to process petabytes of data. Typical use cases include managing data pipelines from collection to deployment, utilizing embedding-based search to identify edge cases, and orchestrating Reinforcement Learning from Human Feedback (RLHF) to evaluate and improve model performance in real-world environments.
How to use it?
- Ingest and manage your multimodal data, such as video, LiDAR, or sensor streams, within the Encord platform.
- Utilize the annotation tools to label data with built-in quality controls and lineage tracking.
- Apply embedding-based search and model-in-the-loop curation to identify and address distribution gaps or rare edge cases.
- Orchestrate model alignment through rubric-based evaluation and RLHF to refine performance before deployment.
Features
Here are the key features of the AI tool named encord.com: - Tool for annotating & managing workflows - Evaluating models & ensuring observability - Managing & curating data
Similar Websites
