VOXEL51 VS ENCORD
The enterprise platform to manage, curate and label data at scale
Overcome cumbersome Voxel 51 integrations with labeling tools and unify your data workflows to one platform. From robust data management and curation to advanced multimodal annotation and model evaluation, discover the full capabilities of Encord platform.
Powering the world's leading AI teams
MANAGE AND CURATE DATA AT SCALE
Curate high-quality model training data at scale
Centralize fragmented unstructured data across multiple cloud storages with ease and eliminate over half of the time spent on data curation and preparation. Seamlessly curate billions of data points 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 user interface.
Collaborate across teams
Seamless collaboration across teams with role-based access control, permission and task management.
Understand multimodal datasets instantly
Explore computer vision, 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.
Undertake comprehensive data visualization 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 to improve model performance
Evaluate and validate your models against your data to prioritize the most valuable data for training and fine-tuning.
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
Optimize your data workflows with Encord's annotation tools
Efficiently label any modality such as image data, 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
We now have an integrated, one-stop solution for data management and data labeling as well as model performance validation to create feedback mechanisms to improve AI data annotation and models.
Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a medical imaging case with 100 slices, annotators only have to label about 30 images.
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.
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.
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.
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.
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.
Encord Index is a high-performance data curation system for our AI data, enabling us to undertake data visualization and sort and search at any level of complexity.
Before using Encord, it was challenging to get real time 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.
We now have an integrated, one-stop solution for data management and data labeling as well as model performance validation to create feedback mechanisms to improve AI data annotation and models.
Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a medical imaging case with 100 slices, annotators only have to label about 30 images.
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.
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.
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.
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.
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.
Encord Index is a high-performance data curation system for our AI data, enabling us to undertake data visualization and sort and search at any level of complexity.
Before using Encord, it was challenging to get real time 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 securely including GCP, AWS, Azure and Machine Learning Operations tools 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 and SDK
Developer-friendly for easy access
Leverage our API and SDK to programatically access projects, datasets & labels within the platform via API.
Forget fragmented data management processes, siloed annotation tools, and Notebooks for building AI applications. Encord's data platform accelerates data-centric AI model development to achieve production-grade AI model performance faster.
