GyrusAI - Broadcasting & Streaming Applications Driven by AI and ML
- 1. Media AI Innovations Gyrus AI - Broadcasting & Streaming Applications Driven by AI/ML Outcome Driven, Technology Powered, Data Enabled
- 2. Media Industry Innovations Agenda Exploring the Innovations by Gyrus AI in the Media Industry 01 Introduction to Gyrus AI An overview of Gyrus AI and its role in revolutionizing the media industry through innovative AI solutions. 03 Key Features and Advantages Exploring the distinctive features and advantages offered by Gyrus AI's solutions for the media industry. 02 AI/ML Models and Applications Understanding the advanced AI/ML models developed by Gyrus AI and their diverse applications in the media sector. 04 Detailed Use Cases Examining specific use cases where Gyrus AI's innovations have made a significant impact in the media industry.
- 3. Introduction to Gyrus AI Gyrus is a Vision Al company developing Neural Network Accelerators and ready to deploy AI/ML Models for Video Processing and Video Analytics. AI/ML Models for Broadcast and Streaming Add additional revenue streams. Enhance the quality of the content. Improve productivity. Cognitive Services
- 4. About Founded Incorporated in 2018 in the USA by industry veterans and serial entrepreneurs. Headquartered Headquartered in Santa Clara, CA with R&D offices in Bangalore & Hyderabad India. Employees 40+ Data Scientists and AI & ML Engineers in the inhouse team. 150+ Software Engineers as a extended team. Locations R&D teams in US & India, Sales Presence in the US, Europe, Brazil, Japan, & China. Customers 20+ customers in the Business Intelligence, IoT Analytics & Video Analytics across US, Brazil, UK and Japan.
- 5. Applications and Models Overview Exploring AI/ML models and applications tailored for media industry enhancement In-Scene Advertising Integrating targeted advertisements seamlessly within video content. 1 Intelligent Media Search Using AI to provide fast and accurate search results within video content. 2 Program Recommendation Personalized content suggestions to keep your audience engaged. 3 Video Anonymization Anonymize personal data & faces to ensure privacy. 4 AI Dubbed Lip Sync Accurate and natural lip synchronization for dubbed content. 5
- 6. Generative AI offers virtual product placement or replacement in video content. 01 Swap Physical advertising spaces with geo localized content on video feeds, in real-time 02 Benefits include targeted ads, relevance in the context, longer screen time for ads. In-Scene Advertising Virtual Product Placement
- 7. In-Scene Advertising Non-Annoying Ads Better engagement of viewers Relevance in the context Longer Time on Screen New Revenue Stream for Creators
- 8. In-Scene Advertising Upload Video User uploads the video for object placement. Select Points/Coordinates User selects the 2D/3D points where the object will be placed. Placement Algorithm The model algorithm places the object accurately at the defined points in the video. Perfect Precision in 2D & 3D 01 02 03
- 9. Intelligent Media Search 01 Text-Based Querying Convert video content to text-based, prompt-ready format. 02 Effortless & Detailed Searches Enter keywords or phrases to find exactly what you need. 03 Verifiable and Explainable Backed by transparent data. Understand the reasoning behind each recommendation. 04 High Precision Ensure your audience gets the content they want. 05 Real-Time Optimization Adapt recommendations based on real-time data. 06 User-Friendly Interface Simplify searches with intuitive prompts. Gyrus simplifies the way you interact with your video library. Efficient Search Capability
- 10. Integrated Vision Workflow Generate meaningful text description for any given video Video Library Gyrus Custom AI Vision Model Gyrus Custom AI Audio Model Extract audio transcripts from the given video Post-Processing Pipeline Generate timestamp for the specific video & audio description Lead Semantics Knowledge AI Model Timestamps with relevant tags Automatically create the knowledge graphs & extend the search with public ontologies Gets the search interface
- 11. Pretrained / Off the Shelf Models Gyrus Custom AI Vision Model Large Size Contain trillions of parameters. High Latency Takes too much time for inference. Costly Takes High computing power. General-Purpose Generalized for all types of tasks โ Conversation, Q&A, etc. Dependency on Audio Transcripts Resulting in limited or less accurate captioning for video content. Lightweight Optimized for compactness and efficiency. Task-Specific Optimization Specifically built for Video Tag generation. Custom Multi-Modal Approach Designed to map texts to video tags. Cost-effectiveness Less computing power required compared to SOTA models. Detailed Video & Audio Descriptions Generates detailed, meaningful descriptions not biased towards either video/audio.
- 12. Get better engagement and streamline your content strategy. Personalized Program Recommendations Tailored to individual preferences by analyzing viewer history and content. Accurate Recommendations. Understand the reasoning behind each recommendation for better user engagement. Explainable Suggestions The AI learns and adapts, ensuring recommendations stay fresh & engaging over time. Continuous Optimization Backed by transparent data, providing clarity and trust. Verifiable Insights OUTDATED RECOMMENDATIONS KILLING ENGAGEMENT?
- 13. Leveraging AI technology to rapidly identify and analyze misinformation patterns, enhancing the efficiency of fake news detection. 01 Utilizing advanced algorithms to monitor news sources and social media platforms continuously for potential fake news indicators. 02 Issuing instant alerts to media professionals upon the detection of potential fake news, enabling prompt verification and response. Fake News Detection Continuous Data Monitoring. Real-time Alerts for Potential Fake News.
- 14. News Analysis Turn news into smart insights with automated Knowledge Graphs. Smart News Insights 01 Automated Information Gathering 02 Creation of Knowledge Graphs 03 Informed Decision Support 04 Advanced Analytics
- 15. Video Anonymization Gyrus, utilizing the most advanced computer vision and deep- learning techniques, has developed proprietary Video Anonymization algorithms at various levels. Protect Privacy & Monetize Data
- 16. โฎ Complete Video Anonymity โฎ Multi Faces โฎ Fast & Easily Scalable โ Complete Video Anonymity โ Multi Faces โ Fast & Easily Scalable โ New Identity โ Seamless Video Face Swap โ Preserve Expressions โ Video Consistency Video File Frame Extract Face Detection Face Tracking Anonymization with Intelligent Filters Anonymization with Synthetic Face Video Anonymization - Workflow
- 17. Key Benefits Video Anonymization โ Strong Data Protection โ Compliance with Regulations โ Seamless Integration โ Efficient Data Collection & Exchange โ Reduced Labor Costs โ Enhanced Commercial Usage of Data
- 18. Activity recognition model can create a searchable table of contents to videos, similar to a table of content in a book. Identifying key moments and creating highlights. Generate Event Log on actions Simple and effective way to enhance the user experience Table of Contents Effortlessly explore videos with AI-powered searchable content and key highlights.
- 19. Gyrus - AI as a Service Revolutionizing the Media Industry with Cutting-Edge AI Solutions. Application / Customer Specific ML/AI Models Explainability, Bias Checks and Differential Privacy Ease of Integration / deployment with APIs Optimized / Cost Efficient with IoT Hardware Business Intelligence IoT Vision ML/AI Frameworks ML/AI Models Transfer leaning w/ Customer data Deploy
- 20. Microcontrollers Vision Processors FPGA Systems Algorithms LR SSD SSEG FCN YOLO Slow Fast CIAGAN GANs MLP Style GAN Temporal Stabiliization Frameworks AI Platforms, Frameworks & Algorithms
- 21. Cloud API Edge On Premise โ Real-time processing โ Reduces latency and bandwidth requirements, โ Greater Control over data privacy โ Require more powerful hardware โ Provides Scalability โ Flexibility to expand โ Network Latency โ Control over data privacy โ Reduces Latency โ Investment in hardware and infrastructure โ Maintenance Cost Seamless Deployment
- 22. Reduced Labor Cost Save up to 93% of the cost to redact manually Data Collection & Exchange Easy to Acquire, Store, Share Strong Data Protection Simple Models to anonymize video data Become Compliant GDPR, CCPA, PDPA and FOIA Compliance Seamless Integration Cloud API, On-premise, Edge Commercial Usage of Data Video Analysis, Training, Inference Outcomes as Service
- 23. Key References
- 24. Maximize content quality and productivity with Gyrus AI's diverse AI/ML models and robust integration capabilities. linkedin.com/gyrusai x.com/GyrusAI gyrus.ai 18830 Casa Blanca Ln, Saratoga, CA 95070 info@gyrus.ai Get in Touch