Image-to-Text
English
custom
ocr
document-ai
information-extraction
key-information-extraction
nameplate
nameplate-ocr
equipment-nameplate
data-center
data-centre
datacenter
mission-critical
mep
electrical
mechanical
equipment-schedule
schedule-verification
asset-register
commissioning
quality-assurance
ups
pdu
switchgear
generator
ats
transformer
busway
battery
crah
crac
chiller
cooling
server-rack
construction
aec
edge-ai
on-device
privacy-preserving
tesseract
browser
Eval Results (legacy)
File size: 2,521 Bytes
5e2d1eb bc4e333 5e2d1eb bc4e333 5e2d1eb 2843cff 5e2d1eb 2843cff bc4e333 2843cff 5e2d1eb 2843cff bc4e333 2843cff 5e2d1eb 2843cff 5e2d1eb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 | {
"name": "data-centre-nameplates",
"version": "2.1",
"task": "image-to-text",
"modality": "image",
"language": ["en"],
"summary": "Reads an equipment nameplate (OCR) and checks it against an equipment schedule for data-centre MEP and IT gear across 55 equipment types, including a server-rack subsection (rack U and form factor, power and static/dynamic load, PDU outlet mix, network ports and link speed).",
"engine": {
"ocr": "tesseract.js 5 (LSTM English)",
"extraction": "deterministic labelled-field parser + OCR error model + numeric range guards",
"matching": "code-similarity (O/0, I/L/1, S/5, B/8, Z/2 folding), voltage-compatibility signal + schedule field checks",
"quality": "advisory photo check (blur, glare, darkness, resolution) before OCR",
"runtime": "browser / Node, no server, no upload"
},
"field_groups": {
"id": ["manufacturer", "model", "serial", "mfgDate"],
"electrical": ["voltage", "phase", "hz", "kva", "kw", "amps", "pf", "mca", "mocp", "sccr", "enclosure", "standards", "batteryType", "batteryAh", "cells"],
"cooling": ["refrigerant", "charge", "tons", "btu", "cfm", "gpm"],
"rack": ["uHeight", "formFactor", "powerW", "rackLoad", "outletTypes", "outlets", "portSpeed", "ports"],
"mechanical": ["rpm", "weight"]
},
"fields": [
"manufacturer", "model", "serial", "mfgDate",
"voltage", "phase", "hz", "kva", "kw", "amps", "pf", "mca", "mocp", "sccr", "enclosure", "standards", "batteryType", "batteryAh", "cells",
"refrigerant", "charge", "tons", "btu", "cfm", "gpm",
"uHeight", "formFactor", "powerW", "rackLoad", "outletTypes", "outlets", "portSpeed", "ports",
"rpm", "weight"
],
"equipment_types": [
"flywheel", "ups", "sts", "ats", "rectifier", "inverter", "bess", "nitrogen", "paralleling", "generator",
"fueltank", "switchgear", "mcc", "metering", "relay", "tmonitor", "transformer", "spd", "capacitor", "ngr",
"vfd", "busway", "panelboard", "pdu", "battery", "loadbank", "heatpump", "pump", "coolingtower", "thermalstorage",
"chiller", "condenser", "cdu", "crah", "ahu", "heatexchanger", "expansiontank", "airseparator", "boiler", "humidifier",
"watertreatment", "dryer", "compressor", "fcu", "rtu", "mua", "economizer", "firesuppression", "firealarm", "leakdetection",
"bms", "kvm", "rack", "server", "network"
],
"statuses": ["verified", "partial", "mismatch", "unmatched", "missing"],
"license": "apache-2.0",
"repo": "constructelligence/data-centre-nameplates"
}
|