Luxonis OAK: Edge AI Vision Solutions for Smart Machines

About OAK (Open AI Kit) by Luxonis

Smart Vision at the Edge: Transforming Machine Perception

OAK (Open AI Kit) by Luxonis empowers machines with intelligent vision capabilities through advanced edge computing solutions. This cutting-edge technology enables real-time processing of visual data without constant cloud connectivity, making it ideal for robotics, manufacturing, and automation applications. The system combines powerful AI processing with high-quality imaging, delivering reliable performance for businesses seeking to enhance their operations through computer vision.

Advanced Features That Drive Innovation

The OAK platform stands out with its comprehensive feature set that addresses complex vision challenges. The system incorporates stereo depth cameras delivering high-precision depth sensing, alongside powerful edge inference capabilities with up to 48 TOPS of AI processing power. The DepthAI API provides an open-source environment for custom development, garnering over 2.5 million downloads. Integration capabilities include industry-standard APIs and protocols, ensuring seamless deployment across various applications. The platform’s self-healing and adaptation mechanisms enable continuous improvement through real-world training data.

The OAK Advantage: Setting New Standards

The OAK platform distinguishes itself through concrete advantages that deliver tangible value:

• Processing Power: 4 TOPS (1.4 TOPS dedicated to AI)
• High-Resolution Imaging: 13 MP RGB camera with integrated stereo depth sensing
• Competitive Pricing: Starting at $149 for OAK-D Lite
• Market Validation: Over 25,000 cameras deployed across 110 countries
• Award-Winning Technology: Best Camera Award from AI and Vision Alliance (2022)
• Comprehensive Support: Custom GPT-powered instant AI assistance
• Open-Source Flexibility: Extensive development tools and APIs
• Cloud Integration: Luxonis Hub for deployment and fleet management

Target Applications and User Groups

User Group	Profile	Use Cases
Manufacturing Professionals	Quality control specialists, production managers	Automated inspection, defect detection, process monitoring
Robotics Engineers	Development teams, robotics researchers	Navigation systems, object detection, autonomous operations
Agricultural Technologists	Precision farming specialists, agronomists	Crop monitoring, yield optimization, automated harvesting
Healthcare Providers	Medical technicians, research institutions	Patient monitoring, diagnostic imaging, medical analysis
Logistics Managers	Warehouse operators, supply chain professionals	Inventory tracking, automated sorting, package inspection
Research Institutions	Academic researchers, R&D departments	Computer vision research, AI model development, prototype testing
System Integrators	Solution architects, automation specialists	Custom vision solutions, industrial automation, security systems

Features

Detailed Features of Luxonis Software

Tracking and Key Metrics for Success

Luxonis’ software, particularly its DepthAI framework, offers robust reporting capabilities that allow businesses to track and analyze key metrics effectively.

• Key Metrics Tracked:
  • Feature Tracking: The software employs a Feature Tracker that detects features in images and tracks them across consecutive frames using optical flow. This feature is crucial for applications such as robotics and computer vision, where understanding the movement and position of objects is essential.
  • Latency Measurement: The system measures frame latency from capturing to the host, providing insights into the efficiency of the data processing pipeline.
  • Calibration Data: Luxonis software allows for calibration of devices to ensure precision in measurements and outputs, which is vital for applications requiring high accuracy.
• Utilization of Metrics:
  • Enhanced Decision Making: By analyzing feature tracking data, businesses can make informed decisions regarding object interactions and movements, leading to improved robotics applications and automation processes.
  • Performance Optimization: Understanding latency metrics can help organizations identify bottlenecks in their systems and optimize performance, ensuring smoother operations and faster response times.
  • Data-Driven Insights: The ability to calibrate devices and track metrics allows businesses to collect valuable data that can be used to refine processes, enhance product offerings, and tailor services to meet customer needs effectively.

Seamless Workflow with Integrations

Luxonis integrates seamlessly with popular AI and vision tools to enhance its functionality:

• YOLO (You Only Look Once) Object Detectors: By supporting these models, Luxonis ensures efficient object detection and classification for real-time applications.
• Roboflow Integration: Simplifies the deployment of machine learning models by providing tools for dataset preparation and optimization, streamlining the workflow for developers.

On-the-Go Productivity with Mobile Applications

Luxonis’ mobile solutions are centered around Luxonis Hub, a cloud platform that enhances the deployment, management, and scaling of perception applications.

• Key Features:
  • Remote control and monitoring of devices.
  • Real-time video streaming and data visualization.
  • Containerized app distribution for consistent deployment.
• Use Cases:
  • Monitoring production fleets of OAK cameras.
  • Developing and validating prototype products.
  • Building customer-facing portals for dynamic interaction with camera streams and AI outputs.

Simplified Authentication with Single Sign-On

While Luxonis does not explicitly advertise SSO capabilities, its software can potentially integrate with identity providers like Okta or Azure AD to streamline authentication across systems. This enhances:

• User Convenience: Reducing the need for repetitive logins.
• Security: Centralizing authentication for better compliance and monitoring.

Automation Driving Efficiency

Luxonis provides automation features to optimize workflows:

• Unified Device Management: Centralized control of multiple devices.
• Plug-and-Play Setup: Quick deployment using QR code scanning.
• Real-Time Updates and Debugging: Immediate insights into device performance.
• Custom Portals: Tailored interfaces for specific organizational needs.

Security Measures and Compliance

Luxonis prioritizes data security and compliance:

• GDPR Compliance: Ensures user data protection and transparency.
• Robust Safeguards: Implements organizational and technical measures to protect data integrity.
• User Control: Provides rights for data access, corrections, and deletion.

API for Customization and Integration

Luxonis’ API offers extensive customization and integration capabilities:

• Device and Data Management: Simplifies device control and data flow.
• Application Deployment: Facilitates robust app distribution and monitoring.
• Custom Dashboards: Enables seamless integration with proprietary tools.

Deployment Options for Every Need

Luxonis offers both cloud-based and on-premises deployment options:

• Cloud-Based:
  • Pros: Scalable, cost-effective, accessible from anywhere.
  • Cons: Dependent on internet connectivity, ongoing subscription costs.
• On-Premises:
  • Pros: Full control, no internet dependency.
  • Cons: High initial investment, maintenance responsibility.

Weighing the Benefits and Drawbacks

• Pros:
  • Advanced AI and vision capabilities.
  • Comprehensive documentation and support.
  • Flexible deployment options.
  • Active community for troubleshooting and innovation.
• Cons:
  • Software complexity may pose challenges.
  • Hardware and performance limitations in specific scenarios.

Luxonis provides a powerful suite of tools for businesses, developers, and industries seeking to leverage cutting-edge vision and AI technologies. While the software and services offer immense potential, careful consideration of its strengths and limitations is necessary to maximize benefits.

Location

Headquarters:

• Company Name: Luxonis Holding Corporation
• Address: 7901 Shaffer Parkway, Littleton, Colorado, 80127, United States

Branch Locations:

1. Location Name: Primary Office
   • Address: 1942 Broadway St., Boulder, Colorado 80302, United States
   • Country: United States

Summary of Locations:

• Total Locations: 2 known locations in the United States.
• Countries: Both locations are situated in the United States.

History and Team

Year Founded

Luxonis was founded in 2019.

Number of Employees

The company currently employs approximately 90 people.

Team

Below is a table detailing the founders of Luxonis:

Name	Position
Bradley Dillon	CEO
Shawn McLaughlin	Co-Founder and Board Member
Martin Peterlin	Co-Founder and Chief Architect

This content provides a detailed overview of Luxonis, including its founding year, team, and workforce size.

Pricing

Pricing Plans

The pricing plans for Luxonis’ software are detailed in the table below:

Plan	Pricing	Storage	Devices	Features
Free	$0 / month	2 GB	10	– Basic features, suitable for hobbyists – Access to core functionalities of Luxonis Hub
Plus	$49.99 / month	50 GB	50	– Everything in Free plan – Additional storage – Enhanced support and basic fleet management
Pro	$99.99 / month	200 GB	200	– Everything in Plus plan – Advanced device management features – API access for integration
Premier	$199.99 / month	1 TB	1000	– Everything in Pro plan – Comprehensive analytics and monitoring tools – Real-time updates
Enterprise	Talk to Sales	Unlimited	Unlimited	– Customized solutions tailored to business needs – Dedicated support and scalable integration

Key Features:

• Plug-and-Play Device Connection: Quickly connect Luxonis devices using QR codes.
• Robust Fleet Management: Manage multiple cameras and systems efficiently.
• Smart AI Training: Continuous learning and AI training capabilities.
• Effortless Application Deployment: Seamless deployment of applications across devices.
• API-First Platform: Full API access for device control and model deployment.
• Real-Time Updates: Push updates to devices and fetch live metrics.
• Custom Portals: Ability to integrate functionality into existing dashboards and tools.

Additional Information:

• Target Audience: Luxonis Hub is designed for a wide range of users, from hobbyists to Fortune 500 companies, making it adaptable to various needs.
• Trial: Users can start with the Free plan to explore the functionalities before committing to paid tiers.

Funding and market

Industry

Luxonis operates in the Artificial Intelligence (AI) and Computer Vision industry. The company specializes in developing advanced video analytics systems that are camera-enabled, providing applications across various sectors including robotics, security, and general AI solutions.

Market

The market for AI and computer vision technologies is rapidly growing. As of 2022, the global computer vision market size was valued at approximately $11.94 billion and is expected to expand at a compound annual growth rate (CAGR) of 7.8% from 2023 to 2030. The increasing demand for automation and the integration of AI in various applications are driving this growth.

Funding

Luxonis has raised a total of $6.28 million over 4 funding rounds. Below is a table summarizing the funding details:

Date	Funding Amount	Round Name	Post Money Valuation	Investors
July 15, 2022	$2.78 million	Unattributed	Not disclosed	Undisclosed investors
March 17, 2022	Not disclosed	Convertible Note II	Not disclosed	Not disclosed
December 23, 2021	Not disclosed	Convertible Note	Not disclosed	Not disclosed
July 1, 2021	$2 million	Seed VC	$7,797,919	Innosphere Ventures Fund

The first funding round occurred on July 1, 2021, and the latest on July 15, 2022.

Stocks

As of now, Luxonis is a private company and does not have publicly traded stocks. Therefore, there is no ticker symbol associated with them. They have not entered into the public market yet, which could potentially happen in the future as they continue to grow.

References:

• Tracxn – Luxonis Company Profile
• Crunchbase – Luxonis Profile
• CB Insights – Luxonis Financials

This comprehensive understanding of Luxonis provides insights into their operational context, financial backing, and market positioning within the AI industry.

Latest news

Latest News and Developments About Luxonis

OAK-SoM-Max Recognized at CES 2023

Luxonis’ latest innovation, the OAK-SoM-Max, was recognized at the CES 2023 Innovation Awards. This advanced System on Module (SoM) chipset features the on-board Robotic Vision Core 3 and a quad-core ARM CPU, designed to elevate robotics and vision AI applications to new heights. This recognition highlights Luxonis’ commitment to revolutionizing edge AI and robotics with cutting-edge technologies. Read more about this achievement on the official CES website.

DepthAI 2.26.0 Released

Luxonis recently released DepthAI 2.26.0, boasting new features such as ImageAlign and Cast node, as well as full Time-of-Flight (ToF) support. The update continues to improve the scalability and functionality of DepthAI, their flagship open-source AI ecosystem. Check for detailed release notes on the Luxonis Forum Blog.

Luxonis Hub Simplifies Vision AI Deployment

In a recent interview with EM360Tech, Bradley Dillon, CEO of Luxonis, introduced the Luxonis Hub, a cloud platform that simplifies deployment, version control, and fleet management for vision systems. The platform provides centralized control and real-time monitoring, making it easier for enterprises to manage and scale intelligent vision systems. The interview also delves into how Luxonis overcomes hardware limitations, thermal constraints, and the challenges of integrating machine learning with high-resolution camera systems. Learn more in the full interview on EM360Tech.

Key Milestones and Achievements (2019-2023)

Luxonis has made significant strides in advancing edge AI and vision technology:

• 2019: Launched the Commute Guardian project, inspiring the creation of DepthAI.
• 2020: Raised $1.3M on Kickstarter for OAK-1 and OAK-D cameras.
• 2021: Introduced OAK-D Lite, another Kickstarter success with 8,000 backers.
• 2022: Released rugged PoE devices for industrial applications.
• 2023: Launched the Luxonis Hub, simplifying enterprise-scale vision AI operations.

About Luxonis

Luxonis aims to surpass human visual intelligence by providing state-of-the-art hardware and an open-source software ecosystem. Their achievements include serving over 25,000 customers across 110+ countries, with 2.5M downloads of DepthAI and partnerships with 40 Fortune 500 companies. Discover more on their official website.

Search Trends

Search Volume Analysis for Luxonis

Search Volume Data

Below is the table showcasing the search volumes for the keywords associated with Luxonis:

Keyword	Search Volume	Competition	Cost-Per-Click (CPC)	High Top-of-Page Bid
Luxonis	590	LOW	$0.81	N/A
DepthAI	210	LOW	N/A	N/A
OAK	74,000	LOW	$0.50	$6.50
Edge AI applications	70	LOW	$8.13	$10.48
Neural network models	210	LOW	N/A	$7.09
DepthAI Model Zoo	N/A	N/A	N/A	N/A
BlobConverter	10	LOW	N/A	N/A
PyTorch	60,500	LOW	$3.70	$3.58
TensorFlow	33,100	LOW	$3.87	$4.17
OpenVINO	3,600	LOW	N/A	$3.65

Trends and Patterns

1. High Search Volume for General AI Frameworks and Acronyms:
   • Keywords like “OAK” (74,000), “PyTorch” (60,500), and “TensorFlow” (33,100) dominate search volume, reflecting their widespread recognition in the AI and machine learning community.
   • These terms represent integral tools and technologies in the AI domain, leading to consistently high interest.
2. Moderate Interest in Luxonis and Specific Products:
   • The keyword “Luxonis” has a moderate search volume of 590, signifying niche but steady interest in the company.
   • “DepthAI” (210) shows targeted interest in Luxonis’ flagship product, indicating awareness among specialized technical audiences.
3. Low Search Volume for Niche Terms:
   • Specialized terms like “Edge AI applications” (70), “BlobConverter” (10), and “DepthAI Model Zoo” (N/A) attract minimal searches, suggesting limited public familiarity with these terms and their relevance.
4. Cost-Per-Click Trends:
   • Despite low search volumes, keywords like “Edge AI applications” have a high CPC of $8.13, indicating their value in niche advertising and marketing segments.
   • General AI frameworks like “PyTorch” ($3.70) and “TensorFlow” ($3.87) also exhibit competitive CPC values.
5. Low Competition Across Keywords:
   • All keywords uniformly exhibit “LOW” competition, presenting opportunities for Luxonis to leverage search engine advertising with minimal barriers.

Reasons for Trends

1. OAK’s Popularity:
   • The OAK product line, including OAK-D, OAK-D Pro, and others, offers advanced capabilities in robotic vision and AI deployment. These products are highly recognized within the tech and robotics community, leading to substantial search interest.
2. Integration with PyTorch and TensorFlow:
   • Luxonis provides robust support for deploying AI models from popular frameworks like PyTorch and TensorFlow on its DepthAI devices. Detailed documentation and community engagement on GitHub and forums further amplify interest in these keywords.
3. Luxonis’ Niche Audience:
   • The company’s focus on cutting-edge AI and vision technologies, such as DepthAI and OAK cameras, attracts a specialized audience, reflected in the moderate search volume for terms like “Luxonis” and “DepthAI.”
4. Emerging Interest in Edge AI and Model Conversion:
   • Keywords like “Edge AI applications” and “BlobConverter” are associated with Luxonis’ innovative AI solutions. Although search volumes are low, these terms highlight areas of growing interest and potential market expansion.
5. Documentation and Community Discussions:
   • Luxonis’ comprehensive documentation and active engagement in forums and GitHub repositories foster user interest in understanding and utilizing its products and technologies.

This analysis provides a detailed breakdown of Luxonis’ search volume trends, supported by exact numbers and insights gathered from relevant sources.

Review

Customers

Notable companies and organizations leveraging Luxonis software have incorporated it into their operations in the following ways:

1. Monitoring a Production Fleet: Companies overseeing fleets of OAK cameras use Luxonis Hub to manage hundreds or thousands of cameras that operate autonomously. Key features utilized include:
   • Management API for monitoring the state of each camera, ensuring high uptime and reliability.
   • App Distribution API for remote updates on individual cameras, allowing for seamless deployment of improvements and new features.
   • Streaming API to collect operational data and performance metrics for monitoring application health and camera functionality.
2. Developing a Product Prototype: Organizations engaged in product development with Luxonis hardware utilize the software to validate performance in real-world conditions. The key features include:
   • Streaming API for real-time video data streaming and monitoring.
   • App Distribution API for rapid application updates, facilitating quick iterations during development.
   • Events API to collect field data for analysis and model training, enhancing the prototype over time.
3. Building a Customer Portal: Businesses creating customer-facing applications on Luxonis OAK cameras allow users to interact with live data streams. The features leveraged include:
   • Custom integration capabilities that enable a branded experience, allowing users to view live streams, interact with neural network detections, and issue commands.
4. Industrial Applications: Luxonis software is also used in industrial settings to enhance operations. Some applications include:
   • Monitoring compliance with safety equipment (PPE) in construction environments.
   • Implementing people counting systems for workplace safety and optimization.
   • Utilizing spatial AI for various applications, including logistics and supply chain management.

These examples illustrate how diverse industries are effectively utilizing Luxonis software to enhance operational efficiency, improve product development processes, and create user-friendly interfaces for their customers.

Alternatives

The table below outlines the key features, pricing, and target audiences of Luxonis and its alternatives in the field of spatial AI and computer vision technology:

Software	Features	Pricing	Target Audience
Luxonis	Spatial AI, Depth perception, Real-time video streaming, Custom neural network integration	Pricing varies based on hardware	Companies in robotics, industrial applications, product development, and safety AI
OpenCV AI Kit (OAK)	Open-source AI, Depth perception, Compatibility with OpenCV library	Free (hardware cost only)	Developers and researchers in AI and computer vision
Intel RealSense	Depth cameras, 3D scanning, Object tracking	Starting at $149	Businesses requiring 3D depth sensing, robotics developers, AR/VR applications
NVIDIA Jetson	High-performance AI computing, GPU acceleration, Deep learning	Starting at $99	Developers in robotics, healthcare, and autonomous systems

Sources: Luxonis, OpenCV documentation, Intel RealSense website.

This table provides a clear and concise comparison of Luxonis software with its alternatives, highlighting their unique features, pricing structures, and target audiences.

Comparing FlowHunt with Luxonis

Both FlowHunt and Luxonis support modular and customizable workflows for AI-driven solutions, with Luxonis excelling in edge AI for real-time vision processing and FlowHunt focusing on no-code AI automation. While Luxonis uses advanced hardware integrations like stereo depth processing, FlowHunt empowers users to achieve similar customization and automation in AI workflows through its drag-and-drop builder and document retriever for tailored responses—offering a more user-friendly, versatile platform for those seeking a no-code AI solution.