| Features |  |  |
|---|---|---|
| Robust security features (audit trails, encryption, ...) | ✓ | N/A |
| Dedicated support (SLAs, Slack channel, ...) | ✓ | N/A |
| Collaboration and workflows | ✓ | N/A |
| Native DICOM support | ✓ | N/A |
| Option to outsource labeling to expert annotators | ✓ | N/A |
| Manual labeling | ✓ | ✓ |
| AI-assisted labeling | ✓ | N/A |
 |  |
Why they chose Encord over CVAT
Enterprise-ready data labeling to collaborate on annotation projects, automate data annotation with AI-assisted labeling, and streamline labeling operations — securely and with best-in-class support.
Trusted by leading AI teams
ENCORD ANNOTATE
Get labeled training data
10x faster
Super charge your data annotation with AI-powered labeling — including automated interpolation, object detection and ML-based quality control.
AI-powered Labeling
Annotate your visual data 10x faster
Efficiently label any computer vision modality and manage large scale annotation teams.
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Outsource
Highly accurate training data
Hire specialist labelers who are expert annotators in your domain and care about your AI training data accuracy.
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Labelling types
Support for your annotation types
Automate model development and training processes with Encord’s advanced Python SDK and APIs.
Semantic Segmentation
Object Detection
Whole Slide Pathology
Image Classification
Polyline Annotation
Keypoint Skeleton Pose
Instance Segmentation
Hanging Protocols
Action Recognition
Panoptic Segmentation
We cut the time it takes to annotate our MRI & CT scans by 70%
Thanks to Encord’s interpolation tool, we now save over 30 minutes per case. Encord’s reviewer function also helped us improve the efficiency of our annotation process - neuroradiologists can now leave notes for annotators, correcting mistakes and provide guidance for improvement. They can also reject a case and label it directly. We communicate with Encord live, directly on Slack, so should we encounter an issue, their team responds immediately and fixes it within a few hours!
Dr. Ryan Mason
Annotation Lead, Rapid AI
ENCORD ACTIVE
The leading
Active Learning toolkit
for ML teams
Validate and improve your training data and computer vision models with Encord Active. The leading open source active learning toolkit.
Data and Model Quality
Detect errors and edge-cases in visual data to improve your models
Automatically detect errors, edge cases, outliers, and duplicates in your data. Use custom embeddings and quality metrics to setup repeatable model test cases.
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Discover Label Errors
AI-assisted QA to ensure accurate and high quality labels
Automatically surface potential label errors with custom embeddings, label quality metrics, and model predictions. Works for object detection, segmentation and classification.
Learn moreActive Learning Pipelines
Upgrade your computer vision pipelines with active learning
Curate the most impactful data for labeling and model training by building active learning pipelines into your computer vision workflows. Choose between a range of acquisition functions or add your own.
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With Encord, we annotated video data over six times faster than using traditional methods.
King’s College Hospital
Dr. Bu Hayee, Director for Gastroenterology and Endoscopy
We reduced experiment duration from an average of 21 to 4 days while processing 3x the number of images. We also went from using 3 platforms to just needing 1.
Stanford Medicine
Division of Nephrology
Encord's DICOM tool was up after a 10 minute setup - we had a 100% auditable system working faster than we thought possible.
Memorial Sloan Kettering
Clinical Operations Team
Data & Security
An end-to-end
enterprise-ready platform
for your training data
API & SDK
Easily streamline training data pipelines
Minimise human effort & supervision through programmatic automation. Quickly compose labeling pipelines with image clustering, classical computer vision algorithms, and state of the art deep learning techniques.
Read moreWorkflows
Seamlessly collaborate with your workforce
Manage your annotators, track and improve performance, and collaborate on annotations in real-time.
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Data & Security
Keeping your data secure, always
We partner with companies at all stages of their journey to FDA clearance. Security is core to the Encord platform — with SOC2, HIPAA, and GDPR compliance, alongside robust security, audit trails and encryption standards.
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Integrations
Connect your ML toolkit
Import data from your preferred storage bucket. Build pipelines for annotation, validation, model training, and auditing.
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