Securing Our Schools: Scylla and Konica Minolta Join Forces for Visual Weapon Detection
Image by Security Journal Americas

Securing Our Schools: Scylla and Konica Minolta Join Forces for Visual Weapon Detection

Good Monday morning from beautiful Japan! I've always wanted to visit this amazing country and I feel lucky to be here on business. During my meetings, people ask “Are you a generic video analytics company” or a “gun detection” AI company? So, I want to clarify that we started as a specialized gun detection company, and we continue to lead the way in this field alongside the rest of our products with a portfolio-wide accuracy rate of 99.99%. Our secret to success? Our proprietary technology.

Image taken from Japan Times

Gun Crime and Active Shooter Situations Worldwide

Even in Japan, known for its safety and discipline, gun violence has left its mark. A tragic example is the shooting of former Prime Minister Shinzo Abe during his campaign in July 2022. This serves as a sobering reminder that gun violence is a global issue that requires effective gun detection systems.

Image taken from ABC News


Gun violence and terror attacks involving assault rifles have become all too common worldwide, even in places with strict weapon bans such as Serbia. However, the severity of this problem is most evident in the United States, our home country. Gun-related incidents occur daily, sometimes multiple times a day. What's truly alarming is that many of these events take place in K-12 schools, endangering our children. Unfortunately, 2023 saw a significant increase in gun violence, with incidents now occurring in outdoor spaces such as parking lots and sports events.

Image taken from Fox News

Scylla AI is at the forefront of gun detection and visual weapon detection technology.

We started as a gun detection company and have maintained our position as industry leaders through our innovative proprietary technology. We recently joined forces with Konica Minolta, one of Japan's oldest and most reputable technology providers, to expand our impact further.

Image taken from Scylla - Konica Minolta Marketing Materials

This partnership aims to bring our visual weapon detection technology to schools all across the United States. With Konica Minolta's extensive network of technology experts, we can achieve nationwide coverage and help schools secure their premises. Together, we're committed to creating safer learning environments and protecting future generations from the threats of gun violence.

So, how does the Scylla and Konica Minolta Platform make this happen? Traditional metal detectors, even those claiming to be "smart," fall short of addressing the real issue.

Image taken from IPVM report on Evolv Accuracy

No matter how many metal detectors schools install, they are unable to effectively deal with dangerous situations like active shooter situations, especially in open areas like parking lots. The average response time to these events is approximately 15-18 minutes and every second counts in these critical moments. When an armed individual is on the loose and people are in need of help, those minutes feel like an eternity.

To change the game and shift the timeline in favor of safety, proactive solutions are necessary. We need to find ways to stop an active shooter before they even execute their tragic act.


Image Taken from Scylla Demo Account - Green Bounding box shows the location of the rifle

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Many of these events follow a pattern. In a significant number of cases, the individuals involved openly display their firearms at an early stage. While this is not a constant occurrence, it happens frequently enough. This behavior sheds light on the mindset of these individuals, who seek to cause maximum harm. They don't think like rational human beings; something is clearly wrong, and they demonstrate a complete disregard for consequences.

The motivation behind their actions is "fame" / "attention-seeking". They want to be noticed and be the center of attention, portraying themselves as the big, bad antagonist. It's as if they're saying, "Look at me, I'm the one causing mayhem. I'm here to leave a bloody scar".

Scylla uses AI and computer vision to detect a firearm with high accuracy, all true and false positives are analyzed by foundation models, and further refine the results of the system

Proactive measures such as gun detection AI become crucial in identifying potential threats before they escalate into active shooter situations. By leveraging advanced technology, we aim to prevent such tragedies and protect our communities.

As we explored this issue, it became apparent that security cameras are reactive rather than proactive. So, why not leverage these cameras to detect firearms? When a gun is detected, an alert can be sent out, and this makes all the difference. First responders, who are crucial in ensuring safety, immediately receive the alert, along with the people present on campus or in the vicinity. These timely alerts help guide people to safety and set the first responders in motion.

Image Taken from the Range Complex Website

Why are these alerts so vital for first responders? It's all about actionable intelligence. With the information provided by gun detection AI, first responders have a clear picture of the situation. They know whether it's a pistol or a rifle, how many shooters are involved, and even what the suspects look like. This level of information significantly eases the challenging task faced by first responders. When rushing to an active shooter situation, it's natural for them to be disoriented in a "fog of war" trying to make sense from all the messy information coming through. However, having more intelligence before they enter the scene, including detailed descriptions and precise locations, reduces response time and ultimately saves lives.

Scylla detection conditions

So, how do we make all of this possible? Scylla has undergone official benchmarking by numerous organizations including Konica Minolta, where we've been compared to the competition. We created a high-functioning, market-tested AI model, but we have also eliminated the need for human-in-the-loop verification. Many customers prefer to keep their data in-house and have on-site operators monitoring events. They want sensitive information to remain within their school data centers, moreover having human in the loop causes detection latency and that can cost lives. However, for this to work effectively, having high-quality data and the industry's best talent is crucial. We have developed a reputation as an engineers-driven company, and we get the best people to work with us.

Moreover, it's not just about the theories and academic background of our engineers; it's about making these technologies work in the real world. This is where real-world model testing -adversarial attacks, tackling issues such as frame drop, video stabilization, and proprietary streamer come into play. Guess what, we have developed all of that in-house.

Scylla Dashboard provides live, event-based, or forensic streaming analysis

What excites me more, is that our technology isn't limited to detection alone; it can also create distractions. By using external IO outputs on our Asteria Edge devices we can divert potential shooters' attention enabling speakers on the cameras or even releasing a smoke, and even for a few seconds, we can make a critical difference and save lives. This approach works indoors and outdoors, providing a comprehensive solution for safety.

Scylla Asteria, created as part of the Nvidia Metropolis program - is a compact but powerful edge device


Our commitment does not end with schools. We're on a mission to enhance safety across various sectors. Currently, our technology is making a difference in countless hospitals throughout the country. We're using our fight detection system to protect nurses from potential violence, ensuring they can carry out their vital work in a secure environment. Additionally, we're preventing accidental slips and falls among elderly patients, providing peace of mind to both patients and their families.

Beyond healthcare, we're at the forefront of securing sports arenas. Our intrusion detection system keeps fans safe during their favorite events, allowing them to focus on enjoying the game with peace of mind.

In the great outdoors, we're taking steps to safeguard our forests from the devastating threat of wildfires. By detecting potential sources of ignition early on, we can prevent wildfires from spreading and minimize the damage they cause to our natural resources.

Gun detection and visual weapon detection are not just buzzwords for us. They represent real-world solutions to protect and secure our communities. Our technology is constantly evolving, and we remain committed to staying at the forefront of the industry. We'll continue to push the boundaries of what's possible and work towards a future where gun violence is a thing of the past.

As I finish my time here in Japan, I'm grateful for the opportunity to engage with professionals who share our vision. Together, we can create a safer world for everyone. P.S 生き甲斐 to all of you, stay safe.


Daniel Wilden

#TeamSpirit #EffectiveCommunication

7 个月

Fantastic collaboration! Your latest article highlighting the partnership between Scylla and KONICA MINOLTA, INC. in securing schools with Gun Detection AI is truly inspiring. It's uplifting to see technology being leveraged to enhance safety measures and protect our students and educators. I'm looking forward to reading more about it. Keep up the great work! ?? #SchoolSafety #SecurityInnovation"

Rudolf Wagner

Thought Digital Health, Quality & Regulatory Compliance Leader | AI in Healthcare & SaMD | AI Compliance Officer | Changer | multi-passionate Leader | Expert Witness

1 年

One question as a European, wouldn't it make more sense to ban guns for public at all and introduce strict gun laws as we have in Europe rather than developing a gun detection Software AI for schools ? I mean read again - in the US they are developing a gun detection system to secure schools. And again twisted - the US obviously needs a gun detection AI Software to secure at all their schools From a quality and regulatory perspective, THE US HAS NOT DONE A PROPER ROOT CAUSE INVESTIGATION and this CAPA is most likely found not to be EFFECTIVE !

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