Deep Vision (now known as Kinara AI) is a cutting-edge embedded deep learning solution designed specifically for application developers, particularly in the realm of edge AI applications.
What Deep Vision Does
Deep Vision, rebranded as Kinara AI, focuses on developing specialized deep learning processors and associated software tools. The primary goal is to enable users to leverage advanced AI capabilities directly from raw data, enhancing the performance and efficiency of various devices such as drones, robots, and IoT cameras.
Key Features and Functionality
Specialized Processors
- Kinara AI’s flagship product is the ARA-1 processor, built on a patented Polymorphic Dataflow Architecture. This architecture allows for handling varied dataflows, minimizing on-chip data movement, and providing an optimal balance of compute, memory, energy efficiency, and ultra-low latency.
Advanced AI Capabilities
- The solution utilizes layers of convolutional and recurrent neural networks to detect signatures directly from raw data and predict outcomes. This enables real-time processing and the ability to run multiple models simultaneously without a performance penalty.
Software Development Kit (SDK)
- Kinara AI provides a comprehensive SDK that simplifies the workflow of migrating models from training to production. This SDK supports computationally complex inference applications, making it easier for developers to integrate AI into their projects.
Real-Time Processing
- Deep Vision is designed for real-time processing, allowing for immediate insights and actions. This is particularly useful in applications where timely responses are critical, such as in surveillance, autonomous vehicles, and industrial automation.
Scalable Processor Architecture
- The architecture is scalable, enabling it to be used in a wide range of applications from small IoT devices to more complex systems. This scalability is supported by a stack of complementary software tools.
Computer Vision Integration
- The solution integrates computer vision with various devices, enhancing their capabilities with advanced image and video analysis, object detection, and other computer vision algorithms.
Energy Efficiency and Low Latency
- The ARA-1 processor is engineered to be energy-efficient and deliver ultra-low latency, making it suitable for applications where power consumption and response time are crucial factors.
In summary, Deep Vision (Kinara AI) offers a robust and efficient deep learning solution that is tailored for edge AI applications, providing advanced AI capabilities, real-time processing, and a user-friendly SDK for seamless integration into various devices and systems.