Viso.ai Overview
Viso.ai is a comprehensive, high-productivity computer vision platform designed for low-code application development, catering to the entire lifecycle of computer vision applications. Here’s a detailed look at what the product does and its key features:
Application Lifecycle Management
Viso.ai streamlines the entire application lifecycle, from data collection and model training to application development, deployment, and monitoring.- Train: Users can collect video data securely and utilize an integrated enterprise image annotation environment to create datasets for training custom deep learning algorithms. Alternatively, they can leverage over 55 pre-trained AI models available out of the box.
- Build: The platform offers visual development tools, including a drag-and-drop editor, allowing teams to build applications quickly using modular building blocks and reusable components. This enables hardware-software independence and cross-platform portability.
- Deploy: Viso.ai features fully integrated device management for enrolling and managing large fleets of connected edge devices. It allows one-click deployments, real-time monitoring, and remote debugging tools.
- Monitor: The platform provides real-time metrics from distributed applications, custom dashboards, and best-in-class data connectors for comprehensive monitoring.
- Manage: Viso.ai includes DevOps tools for CI/CD, test automation, and monitoring. It also offers secure management of AI models, applications, and data, with customizable user roles and detailed permissions.
Key Features and Functionality
Application Capabilities
- Modular Building Blocks: Users can integrate the latest AI models and deep learning frameworks into their applications, ensuring flexibility and scalability.
- Data Management: The platform manages data storage, optimizes data queries, and ensures data security, making it robust for enterprise needs.
- Integration: Viso.ai integrates with various machine learning frameworks, AI hardware, pre-trained AI models, external clouds, and more, reducing integration challenges.
Computer Vision Capabilities
- Image Processing: The platform offers essential image processing capabilities, including frame preprocessing, optimization, and processing pipelines. It supports real-time object detection, object tracking, image recognition, segmentation, and pose estimation.
- AI Model Management: Viso.ai provides an extensive set of pre-trained machine learning models and allows users to manage their own custom models using popular AI frameworks.
Enterprise Capabilities
- Scalability and Performance: The cloud-native and stateless architecture of Viso.ai ensures scalability, performance, and high availability, making it suitable for enterprise-scale solutions.
- Security and Compliance: The platform is built with a strong focus on privacy and security, including features like multi-factor authentication, zero-trust security, and custom user roles.
- Collaboration: Viso.ai is designed for collaboration between business and IT teams, providing visual application flows that are easy to understand and manage.
Development and Deployment Tools
- Visual Development Editor: A collaborative, drag-and-drop editor facilitates visual development and configuration, making it accessible to both technical and non-technical users.
- Automated DevOps: The platform includes automated CI/CD pipelines, version control, and dependency management, streamlining the development and deployment process.
- Edge and Cloud Deployment: Viso.ai supports deployment on both edge devices and cloud environments, with features like edge fleet management, mass device enrollment, and remote troubleshooting.
Additional Features
- Marketplace and Library: Users have access to a module library, pre-built Viso modules, and an application library, which includes advanced filters, tags, and template managers.
- Security and Compliance: The platform ensures cutting-edge security and compliance, including features like password policies, session management, and security policy enforcement.