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Encord description
Encord is a software platform designed for companies developing artificial intelligence that uses images or videos. It provides tools to manage, label, and analyze large amounts of visual data, which is essential for training AI models. Encord helps improve the accuracy and efficiency of AI model development by identifying areas where the model may be underperforming. Trusted by companies across healthcare, security, and transportation, Encord helps manage the entire AI development process, from data preparation to model deployment.
Who is Encord best for
Encord is an AI development platform specializing in image and video data. It streamlines the process from data preparation to model deployment with powerful annotation tools, collaboration features, and robust SDK. Users praise its intuitive interface and comprehensive support, while some note occasional latency and limited project interactivity. Perfect for small to mid-sized companies in healthcare, security, or transportation.
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Best fit for small to mid-sized businesses developing image/video AI.
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Ideal for healthcare, security, and transportation companies using AI.
Encord features
| Supported Encord supports team collaboration with shared workspaces and real-time feedback. |
| Supported Encord supports image and video annotation for computer vision tasks. |
| Supported Encord supports model evaluation metrics, including accuracy, precision, recall, and F1-score. |
| Supported Encord supports visual dataset management, including tools for organizing, curating, and evaluating visual data. |
| Supported Encord supports integration with AWS S3, Azure Blob Storage, and Google Cloud Storage. |
Encord reviews
We've summarised 60 Encord reviews (Encord G2 reviews) and summarised the main points below.
- Comprehensive and responsive customer support.
- User-friendly interface and intuitive navigation.
- Powerful annotation tools, including polygonal, freehand, and sculpture tools.
- Efficient hotkeys for streamlined annotation.
- Integration with Segment Anything Model (SAM).
- Detailed documentation and helpful resources.
- Effective team management features and collaboration tools.
- Flexible and powerful ontology creation for complex labeling.
- Robust SDK for seamless data pipeline integration.
- Valuable performance dashboards for tracking team progress.
- Occasional lag or latency issues, impacting performance.
- Limited project interactivity; difficulty cloning ontologies and assignees between projects.
- Initial bugs with new features, though often resolved.
- Model discoverability could be improved.
- Desire for more robust export features for internal reporting.
- Limited customization options, such as personalized hotkeys.
- Project sorting by study, patient, or subfolder is lacking.
- Cloud data connection times can be slow.
Encord pricing
The commentary is based on 2 reviews from Encord G2 reviews.
Encord's pricing is generally perceived as worthwhile due to increased productivity and time savings. The platform's robust features and excellent support justify the cost for medical AI companies, particularly for FDA compliance needs. Specific pricing details are not readily available in the reviews.
See the Encord pricing page.
Encord alternatives
Qlik AutoMLBetter for enterprise companies. A no-code platform ideal for predictive modeling without data science expertise. Has slower momentum.Read more
DatatureBetter for enterprise companies. Has a free plan. Focuses on no-code AI development and automation. Growing faster than Encord.Read more
MATLABBetter suited for enterprise companies and established industries. Offers broader applications beyond computer vision, specializing in complex mathematical modeling and simulations. Has wider adoption and brand recognition but is more expensive.Read more
AporiaBetter for securing and monitoring AI systems. More focused on AI-powered chatbots. A good Encord competitor for general AI reliability. Has slower momentum.Read more
SAS Visual Data Mining and Machine LearningBetter for enterprise companies. A SAS Visual Data Mining and Machine Learning alternative for users who prefer a visual interface and automated features. Not designed specifically for image and video data. Has slower momentum.Read more
PicselliaBetter for enterprise companies. Has edge deployment features. Growing slower than Encord.Read more
Encord FAQ
What is Encord and what does Encord do?
Encord is an AI development platform specializing in image and video data. It offers tools for data management, annotation, and analysis, streamlining the training and improvement of computer vision models. Trusted by companies in various sectors, Encord enhances AI model accuracy and efficiency.
How does Encord integrate with other tools?
Encord integrates with cloud storage providers like AWS S3, Azure Blob Storage, and Google Cloud Storage. It also offers a robust SDK for seamless integration with existing data pipelines and supports the Segment Anything Model (SAM). Encord facilitates efficient team collaboration through shared workspaces and real-time feedback features.
What the main competitors of Encord?
Key competitors to Encord include Datature and Picsellia, both specializing in image and video AI development platforms. Other alternatives, like Qlik AutoML and MATLAB, offer broader data analysis and model-building capabilities. Aporia focuses on AI security and reliability. SAS Visual Data Mining and Machine Learning provides comprehensive data mining and machine learning tools.
Is Encord legit?
Yes, Encord is a legitimate platform used by companies for developing image and video-based AI. It's known for its user-friendly interface, comprehensive annotation tools, and helpful customer support. However, some users have reported occasional latency issues and limitations in project interactivity.
How much does Encord cost?
Encord does not publicly disclose pricing information. Contact their sales team to obtain a customized quote based on your specific data annotation needs and product requirements.
Is Encord customer service good?
Encord's customer service is consistently praised in reviews. Users highlight the team's responsiveness, helpfulness, and willingness to accommodate user needs, describing the support as "outstanding," "great," and "excellent." While some documentation gaps were noted, the readily available support quickly addresses any questions or concerns.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.