AI Visual Search Engine
Google for Your Surveillance Video
VMukti indexes every frame, object, face, vehicle, and event across your entire camera network. Search hours of footage in seconds using text descriptions, image uploads, or natural language queries.
Search Video Like Never Before
VMukti's AI Visual Search Engine brings Google-like search capabilities to your surveillance infrastructure. Every video frame is automatically indexed with AI-generated descriptions of objects, people, vehicles, activities, and environmental conditions. Investigators can search by text description ('person in red jacket carrying backpack'), by uploading a reference image, or by specifying complex multi-parameter queries. Results are returned in seconds, not hours.
<3 sec
Search Response Time
100%
Frame Indexing
Multi-Modal
Search Inputs
Text-based video search
Image-based similarity search
Multi-parameter complex queries
Real-time indexing pipeline
Cross-camera result aggregation
Forensic Investigation Accelerator
Law enforcement and corporate investigation teams use VMukti's Visual Search to dramatically accelerate forensic investigations. Instead of assigning officers to review days of footage manually, investigators describe the subject or event and receive all matching video segments instantly. The system supports appearance-based search, trajectory tracking across cameras, and automatic timeline reconstruction.
Appearance-based person search
Vehicle make/model/color search
Cross-camera trajectory tracking
Automatic timeline reconstruction
Evidence package generation
Continuous Learning & Improvement
The Visual Search Engine continuously improves through active learning. As operators mark results as relevant or irrelevant, the system refines its understanding. Custom object categories can be trained for domain-specific use cases — whether it's identifying specific uniform types in a factory or recognizing authorized vehicle types at a military installation.
Active learning from operator feedback
Custom object category training
Domain-specific model fine-tuning
Accuracy reporting and analytics
A/B testing for search algorithms
Frequently Asked Questions
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STQC & ISO 27001 Certified | Camera-Agnostic | 40-60% Lower TCO vs Competitors