The enterprise platform to manage, curate and label data at scale
From robust data curation to advanced multimodal annotation and model evaluation, discover the full capabilities of Encord platform.
VOXEL51 VS ENCORD
MANAGE AND CURATE DATA AT SCALE
Curate high-quality training data for multimodal AI models
Eliminate the need to stitch together fragmented workflows. Seamlessly curate billions of data point to create high-quality training data.
Unify fragmented multimodal datasets in minutes
Upload and centralize large datasets of image, video, audio, PDF and DICOM files using Encord SDK or general interface.
Collaborate across teams
Seamless collaboration across teams with role-based access control, permission and task management.
Understand billions of data points instantly
Explore visual, audio and text data all in one place. Organize, sort and search large complex datasets using granular metadata filtering, quality metrics, custom metadata and natural language queries.
Visualize datasets with custom embeddings plots
Visually identify and inspect data outliers with embeddings plots. Find under-represented areas of your datasets and fill these gaps to ensure fair and balanced datasets.
MODEL EVALUATION
Seamlessly test your models and deploy into production with confidence
Evaluate and validate your models against your data to prioritize the most valuable data for training and fine-tuning. Supercharge your model performance.
Avoid costly mistakes in your training data
Use vector embeddings, AI-assisted quality metrics, and model predictions to find problematic data samples. Inspect model predictions and compare to your ground truth.
Compare and fix model performance
Uncover failure modes and export explainability reports to correct issues and exceed your AI benchmarks. Integrate humans-in-the-loop to build active learning workflows and refine model performance iteratively.
DATA ANNOTATION
Supercharge your data workflows with Encord's annotation tools
Efficiently label any modality across image, video, DICOM, or geospatial data and choose from a variety of tools to meet your annotation needs.
Object tracking
Multi-view annotation
Related objects
Rotatable bounding boxes
Semantic segmentation
Audio
Panoptic segmentation
Optical character recognition
Testimonial
Supporting leading AI teams
Prajwal Kotamraju
We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.
Dr. James Ryan Mason
Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.
Markus Kittel
Encord made it very easy to centrally keep track of annotations, including who had made them and who had reviewed them. It also has this great interpolation tool which was especially useful.
Camilla Gilrchrist
It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.
Maayan Gerbi
Encord’s robust support system has been remarkable. Whenever questions or issues come up, they are always supportive and helpful. This ensures that our workflows remain uninterrupted.
Anurag Kanungo
We went through a bunch of vendors and one of the things that stood out about Encord was the video first support, which other vendors do not have.
Margaux Masson-Forsythe
Getting started with Encord and integrating it into our workflow was really fast. The thing that I find the most valuable is the flexibility of how we can integrate the Encord pipeline into our own pipeline.
Victor Riparbelli
Encord Index is a high-performance system for our AI data, enabling us to sort and search at any level of complexity.
Kit Merker
Before using Encord, it was challenging to see all the data, projects, and annotations in one place. Now, with Encord I feel like we have a much clearer understanding of everything that's happening.
Prajwal Kotamraju
We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.
Dr. James Ryan Mason
Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.
Markus Kittel
Encord made it very easy to centrally keep track of annotations, including who had made them and who had reviewed them. It also has this great interpolation tool which was especially useful.
Camilla Gilrchrist
It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.
Maayan Gerbi
Encord’s robust support system has been remarkable. Whenever questions or issues come up, they are always supportive and helpful. This ensures that our workflows remain uninterrupted.
Anurag Kanungo
We went through a bunch of vendors and one of the things that stood out about Encord was the video first support, which other vendors do not have.
Margaux Masson-Forsythe
Getting started with Encord and integrating it into our workflow was really fast. The thing that I find the most valuable is the flexibility of how we can integrate the Encord pipeline into our own pipeline.
Victor Riparbelli
Encord Index is a high-performance system for our AI data, enabling us to sort and search at any level of complexity.
Kit Merker
Before using Encord, it was challenging to see all the data, projects, and annotations in one place. Now, with Encord I feel like we have a much clearer understanding of everything that's happening.
Integration
Integrate seamlessly
Connect your secure cloud storage, MLOps tools, and much more with dedicated integrations that slot seamlessly into your workflows.
Security
Built with security in mind
Encord is SOC2, HIPAA, and GDPR compliant with robust security and encryption standards.
API/SDK
Developer-friendly for easy access
Leverage our API/SDK to programatically access projects, datasets & labels within the platform via API.
Take control of your ML pipeline with Encord
Forget fragmented workflows, annotation tools, and Notebooks for building AI applications. Encord's Data Development platform accelerates every step of taking your model into production.