How to Use Technology for Detection

10 real-world lessons on public safety drones and tech from Sergeant Zach Finfrock on the Smart FireFighting Podcast 🚔 If the rig isn’t practical, the drone won’t fly Zach didn’t build a tech museum. He built a patrol-ready drone vehicle that works on every shift. It handles traffic stops, call responses, and drone launches without missing a beat. That’s how it should be. 🚁 Not replacing helicopters, just reducing wait times Before drones, air support meant maybe getting a chopper if one was free. Now Zach can launch in under a minute and get eyes on a scene before backup even arrives. 🔫 It’s not a toy. It’s another tool on the belt Most tools don’t get used every day. Doesn’t mean they’re optional. The same goes for drones. When you need it, you need it. Period. 📐 Flying a drone means juggling three rulebooks FAA regulations, state laws, and department policy…all at once. On top of the actual emergency unfolding in front of you. It’s not just flying. It’s operating with full accountability. 🗺️ Shared maps > shared radio chatter Drone Flight Hub lets departments drop pins, draw search zones, and stream live feeds. Everyone sees what’s happening without stepping on each other. It makes coordination feel like second nature. 👮♀️ Start with one drone and two solid pilots You don’t need a fleet. You need people who know how to fly and remain calm under pressure. Once the program proves itself, scaling is easy. Starting sloppily is how it dies. 🤔 Drones don’t solve calls. They make them safer Overwatch, recon, real-time support. That’s where drones shine. Not replacing responders, just giving them better tools to make better decisions. 🚨 Real-time crime isn’t a theory. It’s already happening Live drone feeds. Shared platforms. LPRs. Zach and his neighbors are already linking up and supporting each other in real time. It’s not hype. It’s just smart operations. 🔭 AI has potential. But trust comes first Zach isn’t against AI. He’s for smart use. The community has to know that tech helps them, not watches them. Use it well or don’t use it at all. 🙃 If it ain’t broke, cool. But don’t ignore what’s better Zach used to stick with what worked. Now he pushes to try what might work better. That mindset shift matters. Comfort doesn’t move the mission forward. What hit hardest for you? Full podcast episode here: Apple: https://lnkd.in/gKGXkwSh Spotify: https://lnkd.in/gRaSkYia #SmartFirstResponder #SmartFirefighting #DroneOps #PublicSafetyTech #LawEnforcementTools #DFR #RealTimeCrime #FirstResponderTech

Researchers have developed a Drone Surveillance System (DSS) that uses a ScatterNet Hybrid Deep Learning Network to monitor and identify violent movements. In simpler terms, this means the drone is equipped with artificial intelligence that can recognize patterns associated with aggression or violence by analyzing live video feeds. How Does It Work? - Real Time Monitoring: The drone continuously scans its surroundings, capturing live video footage. - AI Analysis: The onboard AI processes the video to detect specific movements or actions that are indicative of violent behavior. - Accuracy Rates: The system boasts a 94% accuracy rate when observing a single individual. However, accuracy drops to 79% when monitoring a group of ten people, highlighting challenges in crowded environments. Potential Benefits: - Enhanced Public Safety: Quick identification of violent incidents could allow for faster response times from law enforcement or security personnel. - Deterrence: The presence of surveillance drones may deter potential wrongdoers from engaging in violent acts. - Resource Efficiency: Automated monitoring could supplement human efforts, covering larger areas without the need for extensive manpower. AI systems can inadvertently carry biases based on the data they were trained on, potentially leading to disproportionate targeting of certain groups, therefore such applications of AI have to be heavily regulated. While the technology holds promise for improving public safety, it's essential to address the accompanying ethical and legal challenges. Implementing strict guidelines and oversight can help ensure that the technology is used responsibly. Is the deployment of AI-powered surveillance drones a positive step towards safer communities, or does it pose too great a risk to personal privacy? #innovation #technology #future #management #startups

Law enforcement faces a critical choice: embrace AI and data science to improve public safety outcomes or risk saving fewer lives. Think about this: A gunshot rings out at 2:00 AM. The traditional process relies on someone hearing it, deciding to call 911, and trying to describe the location from inside their apartment without the benefit of being able to visually confirm the location. (That's assuming they call in the first place—as 80-90% of gunfire goes unreported.) Now imagine an AI-powered response with an audio-recording snippet of the incident. The digital process gives instant detection and the precise location of the gunshot. Officers can now respond minutes faster to the precise location versus driving around the neighborhood in circles. This isn’t science fiction - it's happening today. These AI-powered technologies transform police response and, as a result, save lives and capture and preserve evidence, which is critical in improving case closure rates. AI isn't replacing officers or human judgment either. AI prioritizes the effective use of limited resources where they need to be. Police departments struggling with staff shortages of 15-30% have a golden opportunity to alleviate some of this burden by leveraging AI. It's clear that AI and data science are transforming law enforcement’s ability to prevent crimes and protect communities. Be part of the solution and define the future of public safety. Give public safety leaders better tools to make faster, smarter decisions that save lives.

𝐃𝐫𝐨𝐧𝐞𝐬 𝐚𝐬 𝐅𝐢𝐫𝐬𝐭 𝐑𝐞𝐬𝐩𝐨𝐧𝐝𝐞𝐫𝐬 & 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐈𝐏 𝐕𝐢𝐝𝐞𝐨 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 - 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐄𝐦𝐞𝐫𝐠𝐞𝐧𝐜𝐲 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐞 𝐓𝐡𝐫𝐨𝐮𝐠𝐡 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 The integration of drones as first responders (#DFR), combined with cutting-edge Internet Protocol (IP) video technology, marks a new era in #publicsafety. This LiveU approach empowers #lawenforcement and #emergencyservices with real-time #situationalawareness, faster response times, and enhanced officer and public safety. - DFR: A Strategic Advantage By deploying Unmanned Aerial Systems (UAS) ahead of ground teams—especially during large-scale events or active incidents—agencies gain critical visual intelligence before arriving on scene. A key milestone is enabling Beyond Visual Line of Sight (BVLOS) operations, allowing drones to cover greater distances and deliver what can be called “quantum situational awareness.” LiveU's flagship IP bonded field encoder for Public Safety and #tactical teams is ready to go - simply plug in your video source (drone, security #camera, or crewed/uncrewed vehicle/ HH camera etc), and start transmitting real-time, secure and reliable video into your selected destination - anywhere at anytime Benefits include: - Rapid location of suspects or missing persons - Advanced scene assessment before human arrival - Reduced risk to officers - Smarter allocation of resources Enhancing Surveillance with LiveU IP Video & LiveU Technology is significantly more effective when monitored in real time. According to the UK College of Policing, actively monitored systems are 15% more effective at reducing crime compared to passive systems. By leveraging LiveU's secure IP video transmission platform: - Real-time crime centers and dispatch units gain precise, high-quality video streams - Field personnel receive live intelligence with low-latency and high-reliability, even in challenging environments. Situational awareness becomes immediate and actionable. Key Enablers for Successful Integration To fully realize the benefits of DFR and IP video streaming, agencies must: - Educate the Public: Build trust through transparency and responsible data use - Advocate for Policy Reform: Enable legal pathways for BVLOS and IP-based surveillance - Invest in #Training: Equip personnel to operate and interpret data while respecting privacy The Road Ahead Over the next decade, cities are expected to deploy drone “nests” on rooftops of fire stations and public buildings, creating a responsive, city-wide aerial network. But success will depend on forward-thinking leadership that embraces innovation, invests in emerging technologies like AI and quantum analytics, and fosters a culture of adaptability. - Visionary public safety leaders must stay several steps ahead—not just one—to safeguard communities in a fast-changing world. CBRNE & CT ATLANTIC BRIDGE (CAB) FIFA World Cup 26™ New York New Jersey #uas #drones #firtresponder #cbrn #cbrne