In an era where technology continuously reshapes business landscapes, video analytics, driven by artificial intelligence (AI), machine learning (ML), and computer vision, is critical for businesses aiming to improve operational efficiency and security. Tangonet Solutions is at the forefront of integrating these advanced technologies, offering sophisticated, customized solutions to small and midsize businesses focused on refining their operational processes and enhancing security measures.
The Strategic Advantage of Video Analytics
The role of video analytics in modern business extends far beyond simple surveillance. Its value lies in converting video footage into a rich source of actionable intelligence. This technology enables automated real-time responses to visible data, reducing the need for manual monitoring and analysis. For instance, it can identify patterns that help optimize staffing during peak business hours or adjust layouts to improve customer, passenger, and vehicle traffic flow, shop floor productivity, and physical infrastructure optimization.
The strategic integration of video analytics into business operations translates into enhanced productivity, proactive security measures, and a deepened understanding of consumer behavior, ultimately leading to better business outcomes both commercially and operationally.
Tangonet Solutions’ Expertise
Tangonet Solutions utilizes AI, ML, and computer vision to develop and deploy state-of-the-art video analytics solutions. Here’s how we have revolutionized operations for our clients:
- Vehicular Traffic Monitoring and Control: A custom-built traffic monitoring solution that uses video analytics to manage vehicular flow and enforce traffic regulations effectively. Utilizing advanced dashboards for real-time analysis, we assist authorities in maintaining roadway safety and managing traffic efficiently. Our systems can detect velocity, traffic density, and different violations (traffic lights, stop signs, parking, for example), enabling prompt responses to traffic conditions and incidents as well as an essential planning tool for future roadway design and development
- AI-ML Image-Based Food Recognition: Our AI-driven platform accurately recognizes and analyzes prepared food on a plate in the food service industry, identifying classifications, volume, and nutritional content using RGB and Infrared camera technologies. This solution aids in quality control and offers consumers clear nutritional information akin to packaged food labels. This custom-built solution has demonstrated more than 94% accuracy in identifying food types and quantities in its MVP phase.
- Mobile Object Detection and Tracking: For areas requiring heightened security, such as airports and government facilities, we’ve custom-built mobile object detection systems that utilize ML algorithms to identify and track unauthorized aerial objects swiftly. This technology ensures rapid activation of security measures, significantly diminishing the risk of intrusions and enhancing overall security protocols.
Customized Technological Frameworks
At Tangonet Solutions, we don’t just apply a one-size-fits-all approach; we build solutions that are as unique as the challenges our clients face:
- Model Development: TensorFlow and PyTorch are employed to develop ML models, and Python is used for programming.
- Cloud / DevOps: We use AWS infrastructure for scalable cloud solutions and integrate services like Sagemaker and Lambda for effective data processing.
- Data Science: focuses on comprehensive data collection, cleaning, and analysis. It uses tools like Grafana and Splunk to ensure data integrity and actionable insights, as well as other analytical and development tools such as Python and R.
Vision for the Future
We are excited about the future at Tangonet Solutions as we venture into new video—and image-based analytics frontiers. Our ongoing projects, like the Classification Model built for the fisheries industry and improvements in manufacturing analytics, are set to redefine industry standards. These endeavors are focused on improving existing procedures and uncovering innovative uses for video—and image-based analytics.
Conclusion
At Tangonet Solutions, we are dedicated to empowering businesses to unlock the power of video and image-based analytics with the latest AI and ML technologies. Our solutions are carefully crafted to enhance significantly safety, efficiency, and data-enriched decision-making tools and processes.
Take Action with Tangonet Solutions
Is your business ready to leverage the transformative power of video analytics? Discover how our customized solutions can address your unique challenges. Visit our AI and ML solutions and schedule a call today. With Tangonet Solutions, step confidently into the future of business intelligence.
