Camio

Camio doesn't sell gun detection. We refer to ZeroEyes, because human-in-the-loop review is required when you cannot miss a gun (no false negatives means more false positives). But Camio makes it simple to detect deviations from any other natural language compliance policy by using state-of-the-art AI on your real-time video streams: https://lnkd.in/gpGNskjK

Camio makes it simple to detect deviations from your natural language compliance policy by using state-of-the-art AI on your real-time video streams.

As 2024 comes to a close, we want to take a moment to thank our customers, partners, and community for your trust and collaboration this year. At Camio, we’ve been honored to work alongside organizations driving innovation, enhancing security, and improving operations through smarter video analysis. Your success inspires us to push boundaries and deliver high impact solutions. Here’s to a bright and prosperous 2025! Wishing you all a holiday season filled with warmth, joy, and well-deserved moments of rest. Thank you for being part of our journey. Let’s continue to achieve great things together in the new year!

Catch the full session at https://lnkd.in/ginC-t9n

New Presentation Video from Camio: "Vision Language Models for Regulatory Compliance, Quality Control and Safety Applications"

AI Quality Metrics: What do they really mean and how do you optimize them for performance? When applying any AI model as a detector to solve a problem, understanding the four key performance metrics is crucial. These metrics are accuracy, specificity, precision, and recall (some folks like to use F-1, but that's a separate conversation). Accuracy: How often is the classification correct? Specificity: How often is a negative classification correct? Precision: How often is a positive classification correct? Recall: How often are you able to detect true instances? Ideally, we would strive for perfect scores in all four metrics. However, in reality, these metrics usually conflict with each other. For example, ensuring that a partially visible human is detected at night might require a lower probability threshold to increase recall (to avoid false negatives), which will also decrease precision (adding false positives).? So, how does the Camio team tune their AI models to improve performance? At Camio, we tailor AI models to match the specific application. For example, in security solutions like tailgating detection and other unauthorized entries, we prioritize recall to ensure maximum detection of critical incidents. While this approach can lead to an increase in false positives, we mitigate this with the design of the user experience for efficient triage. By using AI summarization for quick scrubbing of events, Camio makes triaging a one-minute video incident take just a couple seconds. The result: A system that detects 99.9% of critical incidents, ensuring that nothing slips through the cracks. Operators can quickly validate and respond to alerts, minimizing potential risks. The alternative: A system that may be highly accurate overall but misses a significant number of critical incidents. The takeaway: AI is increasingly becoming a part of physical security and operational compliance and understanding how it can be tuned will be critical not only for AI specialists, but for the everyday user as they balance detection versus noise.

The Edge AI and Vision Alliance launched a new symposium series focused on pioneering advancements in AI and computer vision. Last week, Alliance founder Jeff Bier, István Fehérvári, PhD from BenchSci and Carter Maslan from Camio explored vision language models (VLMs) and their transformative potential for the industry. If you couldn't attend, you can watch the full session here: https://lnkd.in/gaWdJCdZ

Last night's GovCon Partnership for Success event hosted by Camio's Carter Maslan and Dr. Gina Guillaume-Joseph, RighIT Solutions LLC, Insperity, and The Catalyst Coalition was an incredible collaboration, bringing together industry leaders to develop and co-create tailored solutions for the government. We had deep discussions on fraud detection, workflow automation, and data-driven strategies to solve real-world problems. A key example was a discussion on public transit—specifically revenue loss from turnstile jumping and how it's being correlated with increased crime rates. These insights help government agencies understand the problem and create immediate responses without requiring additional staffing. We also dove into healthcare and veterans' services, discussing how observational analytics can reduce the burden on agencies while improving service validation. It was clear that AI, data analytics, and collaboration will continue to reshape the way the government operates. Looking ahead, we’re eager for the release of the OryonIQ Market and People Intelligence platform that Dr. Gavriel Legynd, Ph.D is launching on November 11th that leverages AI for matchmaking between government contractors. This will give even more innovative solutions to the government as they seek to transform workflows, fraud detection, and public services. https://lnkd.in/ggp5zmu7 https://lnkd.in/gvGSmAv6 #GovCon #AI #DataAnalytics #Collaboration #GovernmentTransformation

We are excited to host our?Inaugural #GovCon Partnership for Success Networking Event, in collaboration with our esteemed partners RighIT Solutions LLC, Insperity, and The Catalyst Coalition. This event promises to be an invaluable opportunity for government contractors and technology leaders to connect, share insights, and explore innovative solutions that are shaping the future of government transformation through AI/ML, SaaS, and Analytics. As we navigate an increasingly complex landscape, collaboration and knowledge sharing are more important than ever in driving successful outcomes for public sector initiatives. Join us on October 24th to engage with industry experts, network with peers, and discuss how emerging technologies can transform government operations and enhance service delivery. Together, we can harness the power of innovation to drive meaningful change in our communities. Don’t miss this chance to be part of the conversation that is shaping the future of Technology Transformation.?Please RSVP by October 22, 2024 at the link below: https://lnkd.in/ebvuh6Px Carter Maslan and Dr. Gina Guillaume-Joseph hope to see you there!