FIELD WORKSPACE MANAGEMENT SYSTEM (FWMS)

Integrated Infrastructure Monitor: Core Deployment Mapping & Biometric Transportation Gate Validation

SYSTEM RUNTIME: ACTIVE
PIPELINE: INTEGRATED
1. Base Workspace Environment
VPS System Toggle
Folder Scope Map
Target Backend Routing
2. State & Project Allocations
State Context Matrix
Contractor Registry
Activity Class Logs
3. Personnel Verification Matrix
Staff Unique UID
Mobile Registration
Field Task Identity
4. Spatial Geolocation Validation
JS Geo Capture
ExifTags Structural Check
Radius Verification
5. Biometric Identity Subsystem
Team Registration
Face Identification
Auto Face Validation
6. Logistics Fleet Gate Controls
Vehicle Entry Log
Vehicle Image Store
Plate Detection
7. Optical Transformation & OCR
Type Identification
Plate Reading OCR
Matrix Deskew Layer
8. Permanent Ledger Storage
Psycopg2 Database Pool
Insertion Ledger Table
Atomic Commit Stream
1. Operational Workflow Pipeline (Model_G)
UID Input Handshake Fetch Context Arrays (state-CMP.csv) Acquire Camera Stream (st.camera_input) Get Spatial Coordinates (streamlit_js_eval) Run Checks
2. Verification Validation Loop (Model_Based_Pr)
File Buffer Capture Isolate Exif Structural Tags (ExifTags PIL Parser) Distance Analysis (Haversine Delta Math) PostgreSQL Database Ledger Entry Write Loop
3. Fleet Transport Biometric Security Flow (RM-2 Engine Core)
Team Mode Reg Frame Face ID & Auto Val Vehicle Entry + Img Plate Detection Type & OCR Read Deskew Array (R-90 / L-90)
Hover over any operational configuration node on the left structural column to pull backend system states, baseline parameters, and actual script execution strings.
RM-2 Verification Benchmarks: • Plate Classification: 99.7% • Alphanumeric Plate Number: 95.0% • Individual Character Isolation: 87.0% The engine includes native contrast filtering for blurred images, multi-line row split extraction logic, and automatic 90-degree affine transforms (`R-90` / `L-90`).