MISSION-CRITICAL AI • COMPUTER VISION & FORENSICS
INTELLIGENT SURVEILLANCE & ACOUSTIC PLATFORM

Real-time camera feed analysis, object detection & inmate call auditing.

SiddhiXTech engineers deep neural vision and acoustic AI pipelines that transform existing camera networks and communication lines into automated threat detection systems. Purpose-built for correctional jails, detention centers, and high-security enterprise facilities.

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SiddhiXTech AI Video Surveillance Command Center
Multi-Stream RTSP / ONVIF Inmate Call Speech Diarization YOLOv10 Real-Time Contraband Detection Acoustic Stress & Decibel Anomaly AI
01Multi-Camera RTSP Streams
02Inmate Speech Diarization
03Sub-Second Threat Flagging
04SHA-256 Courtroom Audit Trail
SYSTEM CAPABILITIES

Engineered for environments where human monitoring cannot scale.

Correctional facilities and high-security campuses generate thousands of hours of video and audio daily. Our deep neural networks continuously analyze every stream in real time, eliminating guard fatigue and manual blind spots:

01 · COMPUTER VISION

Camera Feed Analysis & Object Detection

Continuous edge and cloud inference across hundreds of live video streams. Automatically identifies prohibited objects, tracks cross-camera movement, and establishes instant perimeter alarms.

  • Contraband & Phone Detection: Detects concealed mobile phones, weapons, and narcotics during transit or visiting hours.
  • Virtual Tripwires & Loitering: Custom boundary lines that trigger instant alerts when breached or when subjects linger in sterile zones.
  • Physical Altercation Recognition: Neural pose estimation and optical flow algorithms that flag aggressive physical fights within 1.2 seconds.
  • Cross-Camera Re-Identification: Reconstructs a subject's full trajectory across multiple non-overlapping camera views without relying on facial recognition.
02 · CORRECTIONAL ACOUSTICS

Inmate Phone & Video Call Auditing

A specialized acoustic intelligence suite designed specifically for jail inmate phone and video visitation terminals. Intercepts security violations before harm occurs.

  • Speaker Diarization: Isolates the inmate's voice from external contacts and background terminal ambient noise.
  • Coded Slang & Keyword Spotting: Context-aware natural language processing detects concealed narcotics transactions, gang slang, and intimidation codes.
  • Vocal Stress & Deception Profiling: Analyzes micro-tremors and fundamental frequency shifts ($F_0$) to assign a real-time vocal stress index.
  • 3-Way Call & Bridge Detection: Detects unauthorized phone bridging or third-party call transfers in real time.
03 · FORENSIC RETRIEVAL

Natural Language Cross-Feed Search

Accelerate post-incident investigations from days to seconds. Investigators can search entire video archives using everyday natural language descriptions.

  • Semantic Search Queries: "Find all subjects in orange jumpsuits carrying a white package near the laundry chute between 13:00 and 15:00".
  • Synchronized Multi-Angle Playback: Instant four-camera synchronized replay of any flagged incident.
  • Courtroom Evidence Packaging: One-click export of cryptographically signed video, audio, and transcript bundles with verifiable SHA-256 hash chains.
  • Tamper-Proof Audit Logging: Immutable operator action records complying with CJIS and law enforcement forensic standards.
04 · ARCHITECTURE & INTEGRATION

Works With Your Existing Infrastructure

No need to replace existing cameras or phone systems. SiddhiXTech interfaces directly with industry-standard hardware and video management systems (VMS).

  • Universal Camera Support: Native RTSP, RTMP, and ONVIF profile S/G/T protocol support across Hikvision, Dahua, Axis, Hanwha, and Bosch.
  • Edge Acceleration: Optimized for NVIDIA Jetson, TensorRT, and PCIe edge accelerators for on-premise sub-100ms inference.
  • Air-Gapped & Offline Deployment: Fully deployable on isolated, classified, or air-gapped on-premise networks with zero cloud dependencies.
  • VMS & Dispatch Webhooks: Webhook and API integrations with Milestone XProtect, Genetec Security Center, and central CAD dispatch.
INTERACTIVE DEMO

Test the AI Surveillance & Acoustic Intelligence Suite

Explore our 4-module command center dashboard to see live camera feed telemetry, prioritized facility anomaly alerts, monitored inmate call auditing, and semantic forensic search:

REC · LIVE FEED CAM-04 · CELL BLOCK C (CORRIDOR WEST)
FPS: 29.97 | LATENCY: 42ms | STREAM: 1080p H.265
ID #8824 [INMATE]
98.4% CONF
⚠️ CONTRABAND
PHONE 94.1%
STAFF #0412
VERIFIED
◄ VIRTUAL TRIPWIRE ZONE 02 (RESTRICTED PERIMETER) ► STATUS: ARMED
AI MODEL: SiddhiX-Vision YOLOv10-Enterprise ● ZERO PACKET DROP · EDGE TPU OK
ACTIVE TRACKED OBJECTS 14 Entities
CLASSIFICATION ACCURACY 98.4% mAP
FACIAL RE-IDENTIFICATION Instant Cross-Camera
FALSE POSITIVE FILTER Adaptive Neural Filter

Active Security Alerts (3 Unresolved)

Auto-prioritized by AI Threat Score
CRITICAL THREAT Prohibited Cell Phone & Handheld Device Detected

Location: Cell Block B (Tier 2, Cell 214) · Camera: CAM-14 · Timestamp: 2 mins ago

Computer vision detected reflection and contour of a smartphone concealed during laundry basket transfer.

ACOUSTIC ANOMALY Aggression & Altercation Signature in Common Yard

Sensor: Acoustic Array MIC-03 · Timestamp: 7 mins ago · Decibel Surge: +26 dB

Audio neural network detected elevated vocal stress frequencies, shouting phonemes, and rapid physical displacement sounds.

PERIMETER ALERT Virtual Tripwire Proximity Warning (North Outer Wall)

Location: Perimeter Line 01 (Outer East Fence) · Camera: CAM-08 Thermal · Timestamp: 18 mins ago

Subject lingered within 1 meter of sterile buffer boundary for >45 seconds during shift change.

CORRECTIONAL JAIL INMATE CALL AUDITING

Active Monitored Call: Station #09 (Block C)

Inmate: Marcus Vance (#4802-D) · Outbound: +1 (206) 555-0194 · Call Duration: 04:18 / 15:00

OVERALL THREAT SCORE
87 / 100 [HIGH RISK]
VOICE BIOMETRICS
Confirmed Inmate (99.8%)
VOCAL STRESS FREQUENCY
84% (Extreme Spike)
NARCOTICS / GANG SLANG
3 Coded Phrases Detected
3-WAY BRIDGE CALL
No 3-Way Bridge Detected
LIVE AUDIO SPECTROGRAM & ACOUSTIC FLAGGING 🔴 VOICE STRESS THRESHOLD EXCEEDED
--- LIVE SPEECH-TO-TEXT DIARIZATION STREAM ---

[03:12] Inmate #4802-D: "Did you talk to the cousin about the green drop on 4th?" ⚠️ NARCOTICS SLANG: "green drop"

[03:16] External Contact: "Yeah, he said he's linking up with Donnie by the loading bay before visiting hour." ⚠️ LOCATION IDENTIFIER: "loading bay"

[03:22] Inmate #4802-D: "Make sure it's taped underneath the third blue tray during Friday lunch count." 🚨 CONTRABAND TRANSFER PROTOCOL FLAGGED

Forensic Investigation & Semantic Cross-Feed Search

Search hundreds of hours of recorded camera feeds and calls using plain language queries.

SHA-256 CHAIN OF CUSTODY VERIFIED
MATCH 01 (96.4% CONFIDENCE) 13:42:18 EST
CAM-08 Kitchen Service Entrance

Inmate Marcus Vance (#4802-D) observed passing unidentified white package to laundry cart attendant.

MATCH 02 (91.8% CONFIDENCE) 13:48:02 EST
CAM-11 Cell Corridor 3 South

Attendant transferred cart into Cell 214. Cross-referenced with active cell phone detection alert.

Target Subject Cross-Camera Timeline: 13:42:18 → 13:51:30 (Duration: 9m 12s across 6 cameras)
DEPLOYMENT ARCHITECTURE

Flexible deployment suited for classified and zero-trust environments.

SECURE ON-PREMISE

Air-Gapped Local Cluster

Run 100% locally on dedicated GPU servers (NVIDIA RTX / A-Series) inside your secure facility server room. Zero data leaves your local network, ensuring absolute compliance with correctional and defense standards.

  • Zero internet or WAN connection required
  • Local cryptographic storage of all audio/video evidence
  • Compatible with existing local NVR/DVR arrays
HYBRID CLOUD / MULTI-FACILITY

Centralized Multi-Site Intelligence

Deploy edge inference units at remote regional jails and facilities while streaming unified metadata, alert feeds, and threat scoring to a centralized statewide headquarters dashboard.

  • Statewide correctional inmate tracking across facilities
  • Centralized voice biometrics database
  • Cross-facility gang network and contraband intelligence