DML Platform Features
The DML Platform, an all-in-one, low-code application development platform, expedites every stage of the enterprise computer vision development lifecycle. Streamline manual tasks, cut development costs, and address scalability, privacy, and security comprehensively.
Gather and Train Data for Computer Vision
DML Copilot offers integrated, automated collection features for gathering training data. Streamline, secure, and oversee the entire data collection process, utilizing multiple cameras enrolled in the platform.
Capture Training Data
Capture and store video data seamlessly from one or multiple cameras with integrated recording.
Video Data Manager
Generate or import video data into the video data library. Centralize data management in one location.
Automated Data Gathering
Consistently enhance AI models through automated, distributed data collection.
Image and Video Data Annotation
Unite teams to craft high-quality datasets with a comprehensive array of labeling tools. Your data remains within your workspace, ensuring security and complete control.
Video Data Annotation
Explore extensive data labeling capabilities, including semi-automatic annotation.
Creating High-Quality Datasets
Generate and oversee datasets for computer vision model training directly within the workspace.
Collaborative Data Annotation
A team of annotators can securely annotate videos, with guest access available for external annotators.
Managing AI Models
Efficiently oversee your AI models across all frameworks in the model library. Opt for pre-trained models, import, or train custom ones. Leverage built-in version control for continuous improvement.
AI Model Training
Utilize one or multiple integrated environments for training custom computer vision algorithms.
AI Model Management
Efficiently oversee all AI models across various ML frameworks, featuring built-in version control.
Pre-Trained Models
Select from a diverse library of integrated deep learning models or import your own.
Low-Code Computer Vision Development
Intuitively create and update computer vision applications using building blocks in a visual editor. Construct logic, connect multiple cameras, and leverage various computer vision capabilities. Extend functionalities and seamlessly integrate with your systems.
Intuitive Drag and Drop Interface
The visual editor expedites the creation and maintenance of applications, making the process faster and user-friendly.
Library of Building Blocks
Utilize building blocks to easily integrate any camera, AI model, processing hardware, and your systems.
Application Management
Effectively oversee a portfolio of applications and maintain updates with built-in version control.
Deploy Applications with Scalability
Automated and secure enrollment through integrated device management. Effortlessly manage diverse environments, deploying applications rapidly for scalable performance.
Managing Edge Devices
Safely and fully automate the enrollment and management of physical and virtual edge computers with ease.
Distributed Fleet Management
The automated collector agent delivers IoT-scale communication additionally offering offline capabilities.
Automation in Deployment
Easily deploy applications with profile usage, efficiently manage multiple releases, all accomplished with just a single click.
Linking Apps and Devices
The integrated Edge Gateway establishes connections for the device fleet, securing all connectivity to the workspace. Local on-device deep learning ensures rapid, cost-efficient, and privacy-preserving AI vision.
Gateway for IoT Edge
The Integrated Edge Gateway oversees and secures all Edge-Cloud connectivity and metrics.
Configuration Manager
Simplify application configurations and efficiently manage individual settings centrally in the cloud.
Secured Edge AI Processing
On-device ML analyzes video data directly, avoiding the need for external storage.
Cloud Event and Metric Monitoring
Utilize advanced BI analytics tools for comprehensive data analysis. Craft personalized dashboards and interactive drill-down reports featuring pre-built charts. Integrate your data queries and connect with your preferred BI tools.
Real-Time Analytics
Visualize real-time and historical data and metrics generated by your applications.
Build Your BI Dashboard
Customize BI dashboards effortlessly with our Dashboard Editor, offering ready-made charts.
Event Monitoring
Aggregate data from all devices, employ drill-down filters, and explore data to identify key events.
Application Maintenance and Continual Delivery
Execute a swift and responsive computer vision update and maintenance strategy. Proactively detect issues and address them early with the efficiency of built-in debugging tools.
Over-the-Air Updates
Effectively oversee application versions and remotely deploy releases across various environments.
Automated Diagnosis
Detect issues proactively using robust diagnostic tools, system alerts, and automated health checks.
Effective Troubleshooting
Efficiently address issues using remote troubleshooting tools, swift rollbacks, and robust disaster recovery mechanisms.
Ensuring the Security of Data and Applications
DML Copilot offers integrated, automated collection features for gathering training data. Streamline, secure, and oversee the entire data collection process, utilizing multiple cameras enrolled in the platform.
Unified Security Framework
Embed enterprise-grade security capabilities across the entire computer vision lifecycle by enforcing data encryption.
Efficient Access Management
Efficiently handle user management and activity tracking. Implement security policies to oversee sessions and passwords.
Developing Applications with Robust Security
DML Copilot offers automated dependency analysis and vulnerability scans for security.