DeepVi: AI-Powered Vision Analytics Platform
DeepVi is an end-to-end AI vision platform that streamlines real-time labeling, segmentation, model training, and deployment—all through predefined, automated workflows. By integrating data collection, AI-driven analysis, and result processing into a single platform, DeepVi turns raw images and videos into actionable insights with minimal manual effort.
Why DeepVi?
DeepVi helps you:
- Label and segment images and videos to prepare high-quality training data.
- Train and deploy custom machine learning models with ease.
- Automate your entire workflow—from data ingestion to analysis and action—using a simple drag-and-drop interface.
Unlike traditional tools, DeepVi executes workflows in real time, delivering faster results and smoother operations.
Key Features
Data Source Management
- Storage Management Organize folders, monitor storage capacity, and seamlessly separate raw data from training datasets.
- Upload Functionality Easily upload images and videos from local devices to the centralized data repository.
Data Curation
- Labeling & Segmentation Precisely annotate images and videos to create accurate training datasets.
- Training Dataset Creation Convert labeled images into structured datasets ready for model training.
Machine Learning Model Management
- Model Training & Testing Train and validate ML models using your labeled datasets.
- Model Database & Deployment Version, manage, and deploy trained models in just a few clicks.
Workflow Composition
- End-to-End Automation Design custom workflows that cover data collection, AI analysis, and result processing.
- Drag-and-Drop GUI Visually build workflows—no coding required.
Workflow Node Management
- Data Source Node Register and configure Data Collectors to kickstart your data ingestion process.
- Data Sink Node Process and act on analysis results—whether it’s visualization, database updates, alerts, or MES integration.
Deployment & Monitoring
- Workflow Control Start, pause, or stop workflows at any time for full flexibility.
- Real-Time Monitoring Monitor workflow progress and node outputs live to ensure smooth execution.