AI-powered CCTV cameras combine traditional video surveillance equipment with onboard AI processing. They typically feature specialized chipsets embedded directly within the camera – sometimes referred to as “edge AI” – which run video analytics functions in real time by computer vision algorithms. These models analyze video frames right at the source to detect and classify objects (e.g., people, vehicles), recognize behaviors (like loitering or fall detection), and suppress false alarms from non‑relevant triggers such as moving branches, shadows, or small animals. By processing data directly at the camera or via a nearby edge node, these systems deliver low-latency response, efficient bandwidth usage, and enhanced privacy—because sensitive video data doesn’t need to be streamed to central servers or the cloud.

Leading AI CCTV Camera Models  

Hikvision DeepinView X – IDS‑2CD7A46G0/P‑IZHS(Y) 

The Hikvision iDS‑2CD7A46G0/P‑IZHS(Y) from the DeepinView series is a specialized 4 MP motorized varifocal bullet camera engineered for long-range perimeter and ANPR (license plate recognition) applications. Equipped with a 1/1.8″ Progressive Scan CMOS sensor, it delivers high-resolution imaging at up to 2688 × 1520 pixels, with exceptional low-light performance courtesy of DarkFighter technology and 140 dB Wide Dynamic Range (WDR) to maintain clarity even in challenging lighting conditions. The lens options support detection ranges up to 400 m (Identify at 40 m) and enable reliable recognition and identification distances even under variable scene geometry¹. 

Verkada Bullet Series – CB62-E 

The Verkada CB62‑E is a rugged, outdoor-ready bullet camera that delivers 4K resolution (3840 × 2160). It offers detailed long-range imaging up to 30 m aided by IR illumination. Powered by an Ambarella CV22S edge processor, CB62‑E runs advanced onboard analytics including people and vehicle detection, license plate recognition (LPR) for vehicles traveling up to 80 mph (128 km/h) across multiple lanes, plus AI-powered occupancy trends, line-crossing and loitering detection, person-of-interest alerts, and AI search capabilities. Its durable unibody aluminum casing is certified IP67 for weather resistance and IK10 for impact protection, and features a built-in pigtail connector for simplified PoE setup alongside LED status indicators. The camera supports onboard storage from 512 GB to 2 TB, with hybrid cloud architecture allowing 30-90 days of standard-quality retention, plus automated cloud backup—eliminating the need for separate NVRs or servers. Offering enterprise-grade reliability, edge AI analytics, and high image fidelity, the CB62‑E is ideal for critical outdoor applications such as perimeter security, access control, vehicle gates, parking entrances, and high-traffic zones². 

Milesight AI 4X/12X Pro Bullet Plus – MS-C2966-X12R(T)PE 

The Milesight MS‑C2966‑X12R(T)PE is a robust 2 MP motorized bullet camera that delivers vivid imaging even in ultra‑low light alongside 140 dB Super WDR for clarity in high-contrast scenes. Equipped with a 12× optical zoom lens and capable of capturing up to 100 fps at 1080p, this camera is ideal for tracking fast-moving objects with minimal latency. Its Smart IR II technology provides up to 180 m of IR illumination, perfectly adjusted to zoom level for consistent image quality in darkness. 

Advanced AI analytics run onboard, enabling real‑time person and vehicle detection, face capture with attribute recognition, people counting, and event triggers such as line‑crossing, tampering, loitering, object left/removed or intrusion alerts—all with intelligent filtering to minimize false alarms. The camera also supports heat maps and region-based reports for operational insights. Designed for tough outdoor installations, the MS‑C2966‑X12R(T)PE features IP67 resistance, IK10-rated vandal protection, PoE support, integrated cable and junction-box design, and surge protection—ensuring a clean installation and resilience in harsh environments³. 

Axis Communications – P3265‑LVE 

The Axis P3265‑LVE is a resilient 2 MP outdoor dome camera tailored for advanced surveillance under challenging lighting and environmental conditions. Equipped with Lightfinder 2.0 technology and Forensic WDR, it captures true-to-life colours and sharp details even in near-total darkness using IR illumination up to ≈ 40 m via OptimizedIR. Powered by the ARTPEC‑8 SoC and featuring an onboard deep learning processing unit (DLPU), it runs AXIS Object Analytics at the edge—capable of classifying humans, vehicles, and vehicle types with precision and minimal latency. 

Built to endure outdoor deployment, it carries an IK10 vandal-resistance rating, supports audio and I/O integration for external triggers or peripherals, and incorporates embedded cybersecurity features like Axis Edge Vault to secure device identity and prevent unauthorized access. With its combination of edge-based AI analytics, stellar image performance in low-light, and robust build quality, the P3265‑LVE is well-suited for city surveillance, access control points, and multi-camera monitoring zones where classification accuracy and reliability are critical⁴. 

Bosch AVIOTEC 8000i IR – FCS‑8000‑VFD‑I 

The Bosch FCS‑8000‑VFD‑I is a highly specialized 4 MP IP camera engineered to deliver near-immediate detection of flames and smoke using onboard deep learning. It features Starlight X low‑light technology and integrated Smart IR illumination up to 80 m (850 nm), allowing reliable fire detection in environments with faint or no ambient light. The camera employs a trained neural‑network algorithm capable of distinguishing fire signatures—such as TF1-TF8 test flames and smoke patterns—in real time, directly on the device firmware, enabling fast alerts while minimizing false alarms even under dust, humidity, or complex background conditions. 

Designed for both large indoor halls and sheltered outdoor zones, AVIOTEC operates independently—requiring no external evaluation unit—yet also supports video integration with VMS platforms and has relay outputs to trigger fire panels. System sensitivity (smoke or flame), detection zones, and alarm thresholds are fully configurable per environment, and analytics can run in parallel with Intelligent Video Analytics for object/motion detection.  

Certified to IP66/67 and IK10, this rugged bullet form-factor handles harsh temperatures (-50 °C to +60 °C) and demanding industrial or logistics settings. Ideal for industrial warehouses, transportation hubs, energy facilities, and parking garages, the AVIOTEC 8000i IR enhances early fire detection and verification capability—especially where traditional detectors are limited or slower to respond⁵. 

Key Takeaways 

AI‑powered surveillance cameras can deliver real-time detection and automated alerts that greatly improve security and operational efficiency. They excel in specific applications – such as license plate recognition, smoke and fire detection or long-range perimeter monitoring – where embedded AI models running on edge processors classify incidents with high accuracy and minimal latency. These devices leverage false‑alarm filtering logic to ignore environmental noise like shadows or small animals, making them well suited for controlled deployment in defined monitoring scenarios.  

However, the actual power of smart surveillance lies not in hardware alone, but in the AI software itself. Platforms like Vidiana can integrate with existing standard IP camera infrastructure – including cameras without onboard intelligence – to apply AI models into the whole CCTV system. This enables advanced functions such as people, objects and vehicle detection, PPE compliance tracking or behavior analysis across multi‑vendor camera networks. It’s a cost-effective way to upgrade legacy systems without replacing hardware, preserving investment while rapidly deploying AI capabilities.  

1. iDS-2CD7A46G0/P-IZHS(Y) – Kamery sieciowe – Hikvision Polska  ↩︎
2. Verkada CB62-E Bullet Security Camera with Optical Zoom  ↩︎
3. AI 4X/12X Pro Bullet Plus Network Camera  ↩︎
4. AXIS P3265-LVE Dome Camera | Axis Communications ↩︎
5. Fire & Smoke Detection Camera AVIOTEC | Bosch Building Technologies I Life Safety Systems  ↩︎