use cases
How we solve complex challenges in multimedia
Every solution starts with a problem worth solving. These use cases highlight how our teams bring advanced multimedia, AI, and embedded systems to life—meeting industry needs with real, measurable results.
Most Recent Use Cases

Content-aware enhancements
daas-vdi, remote-desktop-coding-toolsVideo encoders used in DaaS & VDI, even those with advanced Screen Content Coding (SCC) tools, must rely on computationally expensive intra- and inter-frame analysis of the video stream to understand the content’s complexity and motion, which consumes a significant amount of server-side CPU/GPU resources. This process is fundamentally …

Real-Time Quality of Service (QoS) Monitoring
daas-vdi, fluendo-ai-plugins, raven
AI-based adaptive image quality enhancement
daas-vdi, fluendo-ai-plugins
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Content-aware enhancements
daas-vdi, remote-desktop-coding-tools
Real-Time Quality of Service (QoS) Monitoring
daas-vdi, fluendo-ai-plugins, raven
AI-based adaptive image quality enhancement
daas-vdi, fluendo-ai-plugins
Communication Enhancement via AI
daas-vdi, multimedia-edge-ai
Corporate branding standardization for DaaS environments
daas-vdi, multimedia-edge-ai, fluendo-ai-plugins
Achieving full-chroma visual quality in remote desktop endpoints without added bandwidth or GPU costs
daas-vdi
CCTV for active threat and intrusion detection
video-surveillance
AI-powered depth-aware color correction for subaquatic drones
unmanned-vehicles, multimedia-edge-ai, fluendo-ai-plugins, raven
AI drones for wildlife monitoring and population management
unmanned-vehicles, multimedia-edge-ai, fluendo-ai-plugins, raven
AI-driven subject tracking with PTZ cameras for live events and surveillance
video-surveillance, multimedia-edge-ai, gstreamer, fluendo-ai-plugins, raven
Real-time AI weapon detection for safer public spaces
video-surveillance, multimedia-edge-ai, gstreamer, fluendo-ai-plugins, raven
AI-Powered human fall detection for real-time video surveillance
video-surveillance, multimedia-edge-ai, gstreamer, fluendo-ai-plugins, raven
AI video anonymization for government and public sector privacy
government, fluendo-ai-plugins, anonymizer
AI video anonymization for privacy safe content creation
broadcasting, fluendo-ai-plugins, anonymizer
Anonymization of video surveillance footage for privacy compliance
video-surveillance, fluendo-ai-plugins, anonymizer
AI-based video anonymization for patient privacy in healthcare settings
healthcare, fluendo-ai-plugins, anonymizer
DaaS & VDI enhancement with Fluendo’s Remote Desktop Coding Tools (RDCT)
daas-vdi, remote-desktop-coding-tools
