Added support for new faceai parameters

bin/Face_Recognition_Windows/run_face_encoder.ps1

@@ -190,6 +190,99 @@ function Get-MulticoreSetting {
     return -1
 }
 
+function Get-ParallelismSetting {
+    param(
+        [Parameter(Mandatory = $true)]
+        [ValidateSet('cpu', 'gpu')]
+        [string]$EncoderVariant
+    )
+
+    Write-Host ''
+
+    if ($EncoderVariant -eq 'gpu') {
+        Write-Host "Seleziona il livello di multiprocess per l'elaborazione GPU:"
+        Write-Host '  1 = 1/8 dei worker'
+        Write-Host '  2 = 1/4 dei worker'
+        Write-Host '  3 = 1/2 dei worker  (predefinito)'
+        Write-Host '  4 = 3/4 dei worker'
+        Write-Host '  5 = tutti i worker'
+        Write-Host ''
+
+        $parallelismChoice = Read-Host 'Inserisci il livello (1-5) oppure premi Invio per usare il predefinito (3)'
+    } else {
+        Write-Host "Seleziona il livello di multicore per l'elaborazione CPU:"
+        Write-Host '  1 = 1/8 dei core'
+        Write-Host '  2 = 1/4 dei core'
+        Write-Host '  3 = 1/2 dei core  (predefinito)'
+        Write-Host '  4 = 3/4 dei core'
+        Write-Host '  5 = n-2 core'
+        Write-Host ''
+
+        $parallelismChoice = Read-Host 'Inserisci il livello (1-5) oppure premi Invio per usare il predefinito (3)'
+    }
+
+    if ($parallelismChoice -match '^[1-5]$') {
+        return [int]$parallelismChoice
+    }
+
+    return 3
+}
+
+function Get-MinSizeSetting {
+    Write-Host ''
+    Write-Host 'Imposta la dimensione minima in pixel del volto da considerare.'
+    Write-Host 'Premi Invio per usare il predefinito (35).'
+    Write-Host ''
+
+    $minSizeChoice = Read-Host 'Min size'
+    if ([string]::IsNullOrWhiteSpace($minSizeChoice)) {
+        return 35
+    }
+
+    if ($minSizeChoice -match '^\d+$' -and [int]$minSizeChoice -gt 0) {
+        return [int]$minSizeChoice
+    }
+
+    Write-Warning 'Valore non valido. Viene usato il valore predefinito 35.'
+    return 35
+}
+
+function Get-UpsampleSetting {
+    param(
+        [Parameter(Mandatory = $true)]
+        [ValidateSet('cpu', 'gpu')]
+        [string]$EncoderVariant
+    )
+
+    $defaultEnabled = $EncoderVariant -eq 'cpu'
+    $defaultLabel = if ($defaultEnabled) { 'S' } else { 'N' }
+
+    Write-Host ''
+    Write-Host 'Vuoi abilitare l''upsample per migliorare il rilevamento dei volti piccoli?'
+    if ($defaultEnabled) {
+        Write-Host 'Premi Invio per usare il predefinito consigliato per CPU (S).'
+    } else {
+        Write-Host 'Premi Invio per usare il predefinito consigliato per GPU (N).'
+    }
+    Write-Host ''
+
+    $upsampleChoice = Read-Host "Abilitare upsample? (S/N, predefinito: $defaultLabel)"
+    if ([string]::IsNullOrWhiteSpace($upsampleChoice)) {
+        return $defaultEnabled
+    }
+
+    if ($upsampleChoice -match '^(s|si|y|yes)$') {
+        return $true
+    }
+
+    if ($upsampleChoice -match '^(n|no)$') {
+        return $false
+    }
+
+    Write-Warning "Scelta non valida. Viene usato il predefinito: $defaultLabel"
+    return $defaultEnabled
+}
+
 function Show-PklFilePicker {
     param(
         [Parameter(Mandatory = $true)]
@@ -343,11 +436,9 @@ function Invoke-FaceEncoding {
     $encoderVariant = Get-EncoderVariant
     $encoderDir = Join-Path $PSScriptRoot ("face_encoder_{0}" -f $encoderVariant)
     $outputDir = Join-Path $encoderDir 'output'
-    $multicore = -1
+    $parallelism = Get-ParallelismSetting -EncoderVariant $encoderVariant
-
+    $minSize = Get-MinSizeSetting
-    if ($encoderVariant -eq 'cpu') {
+    $useUpsample = Get-UpsampleSetting -EncoderVariant $encoderVariant
-        $multicore = Get-MulticoreSetting
-    }
 
     $inputPath = [ModernFolderPicker]::Show('Select the folder containing images to encode')
 
@@ -380,17 +471,25 @@ function Invoke-FaceEncoding {
     $encoderArgs.Add('-l')
     $encoderArgs.Add($logFile)
 
-    if ($multicore -ge 0) {
     $encoderArgs.Add('-m')
-        $encoderArgs.Add([string]$multicore)
+    $encoderArgs.Add([string]$parallelism)
+    $encoderArgs.Add('-s')
+    $encoderArgs.Add([string]$minSize)
+
+    if ($useUpsample) {
+        $encoderArgs.Add('-u')
     }
 
     Write-Host "Input folder : $($inputFolder.FullName)"
     Write-Host "Encoder      : $($encoderVariant.ToUpperInvariant())"
     Write-Host "Race name    : $raceName"
     if ($encoderVariant -eq 'cpu') {
-        Write-Host "Multicore    : $(if ($multicore -ge 0) { $multicore } else { 'default (3)' })"
+        Write-Host "Multicore    : $parallelism"
+    } else {
+        Write-Host "Multiprocess : $parallelism"
     }
+    Write-Host "Min size     : $minSize"
+    Write-Host "Upsample     : $(if ($useUpsample) { 'enabled' } else { 'disabled' })"
     Write-Host "Output file  : $outputFile"
     Write-Host "Log file     : $logFile"
     Write-Host "Command      : $encoderExe $encoderArgs"

faceai/.env.development

@@ -18,6 +18,7 @@ FACEAI_UPLOAD_ROOT=/data/runtime/uploads
 FACEAI_LOG_ROOT=/data/logs
 FACEAI_PKL_ROOT=/data/pkl
 FACEAI_MATCHER_BINARY=/app/bin/face_matcher
+FACEAI_MATCHER_TOLERANCE=0.5
 FACEAI_WORKER_CONCURRENCY=2
 FACEAI_WORKER_TIMEOUT_MS=300000
 FACEAI_PROCESSOR_HEARTBEAT_GRACE_MS=20000

faceai/.env.example

@@ -33,6 +33,7 @@ FACEAI_RUNTIME_BIND=/mnt/storage/data/faceai/runtime
 FACEAI_LOG_BIND=/mnt/storage/data/faceai/logs
 FACEAI_PKL_BIND=/mnt/nas12/nas2/RUS
 FACEAI_MATCHER_BINARY=/app/bin/face_matcher
+FACEAI_MATCHER_TOLERANCE=0.5
 FACEAI_WORKER_CONCURRENCY=8
 FACEAI_WORKER_TIMEOUT_MS=300000
 FACEAI_PROCESSOR_HEARTBEAT_GRACE_MS=20000

faceai/.env.production

@@ -23,6 +23,7 @@ FACEAI_RUNTIME_BIND=/mnt/storage/data/faceai/runtime
 FACEAI_LOG_BIND=/mnt/storage/data/faceai/logs
 FACEAI_PKL_BIND=/mnt/nas12/nas2/RUS
 FACEAI_MATCHER_BINARY=/app/bin/face_matcher
+FACEAI_MATCHER_TOLERANCE=0.5
 FACEAI_WORKER_CONCURRENCY=8
 FACEAI_WORKER_TIMEOUT_MS=300000
 FACEAI_ENABLE_LOCAL_LEGACY_STATIC=0

faceai/README.md

@@ -328,6 +328,7 @@ Processor settings:
 | --- | --- | --- | --- |
 | `FACEAI_PKL_ROOT` | yes | `/data/pkl` | mounted race-to-PKL dataset root |
 | `FACEAI_MATCHER_BINARY` | yes | `/app/bin/face_matcher` | matcher executable baked into the processor image |
+| `FACEAI_MATCHER_TOLERANCE` | optional | `0.5` | forwarded to `face_matcher --tollerance`; must stay between `0.35` and `0.75` |
 | `FACEAI_WORKER_CONCURRENCY` | optional | `2` | BullMQ worker concurrency |
 | `FACEAI_WORKER_TIMEOUT_MS` | optional | `300000` | matcher timeout in milliseconds |
 
@@ -432,6 +433,7 @@ FACEAI_UPLOAD_ROOT=/data/runtime/uploads
 FACEAI_LOG_ROOT=/data/logs
 FACEAI_PKL_ROOT=/data/pkl
 FACEAI_MATCHER_BINARY=/app/bin/face_matcher
+FACEAI_MATCHER_TOLERANCE=0.5
 ```
 
 If you want FaceAI to force the older bridge-style return path instead, set `FACEAI_LEGACY_RETURN_MODE=bridge` and point `FACEAI_LEGACY_RETURN_URL` at the appropriate legacy bridge endpoint.

faceai/apps/processor/src/config.js

@@ -1,5 +1,24 @@
 import path from 'node:path';
 
+function readOptionalNumberEnv(name) {
+  const raw = process.env[name];
+  if (raw === undefined || raw === '') {
+    return null;
+  }
+
+  const value = Number(raw);
+  if (Number.isNaN(value)) {
+    throw new Error(`${name} must be a number when set`);
+  }
+
+  return value;
+}
+
+const matcherTolerance = readOptionalNumberEnv('FACEAI_MATCHER_TOLERANCE');
+if (matcherTolerance !== null && (matcherTolerance < 0.35 || matcherTolerance > 0.75)) {
+  throw new Error('FACEAI_MATCHER_TOLERANCE must be between 0.35 and 0.75');
+}
+
 export const config = {
   redisUrl: process.env.FACEAI_REDIS_URL || 'redis://redis:6379',
   queueName: process.env.FACEAI_QUEUE_NAME || 'faceai-searches',
@@ -9,6 +28,7 @@ export const config = {
   logRoot: process.env.FACEAI_LOG_ROOT || path.join(process.env.FACEAI_RUNTIME_ROOT || '/data/runtime', 'logs'),
   pklRoot: process.env.FACEAI_PKL_ROOT || '/data/pkl',
   matcherBinary: process.env.FACEAI_MATCHER_BINARY || '/app/bin/face_matcher',
+  matcherTolerance,
   processorHeartbeatIntervalMs: Number(process.env.FACEAI_PROCESSOR_HEARTBEAT_INTERVAL_MS || 5 * 1000),
   processorHeartbeatTtlSeconds: Number(process.env.FACEAI_PROCESSOR_HEARTBEAT_TTL_SECONDS || 60),
   searchTtlSeconds: Number(process.env.FACEAI_SEARCH_TTL_SECONDS || 24 * 60 * 60),

faceai/apps/processor/src/worker-utils.js

@@ -19,17 +19,23 @@ export async function resolvePklPath({ raceId, raceStorage, pklRoot }) {
   return availability.pklPath;
 }
 
-export async function runFaceMatcher({ matcherBinary, selfiePath, pklPath, csvPath, logPath, timeoutMs }) {
+export async function runFaceMatcher({ matcherBinary, matcherTolerance, selfiePath, pklPath, csvPath, logPath, timeoutMs }) {
   await fs.mkdir(path.dirname(csvPath), { recursive: true });
   await fs.mkdir(path.dirname(logPath), { recursive: true });
 
   return new Promise((resolve, reject) => {
-    const child = spawn(matcherBinary, [
+    const matcherArgs = [
       '--image', selfiePath,
       '--encodings', pklPath,
       '--out', csvPath,
       '--log', logPath
-    ], {
+    ];
+
+    if (matcherTolerance !== null && matcherTolerance !== undefined) {
+      matcherArgs.push('--tollerance', String(matcherTolerance));
+    }
+
+    const child = spawn(matcherBinary, matcherArgs, {
       stdio: 'ignore'
     });
 

faceai/apps/processor/src/worker.js

@@ -34,6 +34,9 @@ async function ensureMatcherBinaryAvailable() {
 }
 
 console.log(`FaceAI processor configured matcher binary: ${config.matcherBinary}`);
+if (config.matcherTolerance !== null) {
+  console.log(`FaceAI processor configured matcher tolerance: ${config.matcherTolerance}`);
+}
 
 async function publishProcessorHeartbeat() {
   try {
@@ -138,6 +141,7 @@ async function processJob(job) {
 
     await appendSearchLog(searchLogPath, 'Running matcher', {
       matcherBinary: config.matcherBinary,
+      matcherTolerance: config.matcherTolerance,
       csvPath,
       matcherLogPath: logPath,
       timeoutMs: config.workerTimeoutMs
@@ -146,6 +150,7 @@ async function processJob(job) {
     try {
       await runFaceMatcher({
         matcherBinary: config.matcherBinary,
+        matcherTolerance: config.matcherTolerance,
         selfiePath: search.selfiePath,
         pklPath,
         csvPath,

faceai/docker-compose.override.yml

@@ -60,6 +60,7 @@ services:
       FACEAI_LOG_ROOT: ${FACEAI_LOG_ROOT:-/data/logs}
       FACEAI_PKL_ROOT: ${FACEAI_PKL_ROOT:-/data/pkl}
       FACEAI_MATCHER_BINARY: ${FACEAI_MATCHER_BINARY:-/app/bin/face_matcher}
+      FACEAI_MATCHER_TOLERANCE: ${FACEAI_MATCHER_TOLERANCE:-0.5}
       FACEAI_WORKER_CONCURRENCY: ${FACEAI_WORKER_CONCURRENCY:-2}
       FACEAI_WORKER_TIMEOUT_MS: ${FACEAI_WORKER_TIMEOUT_MS:-300000}
       FACEAI_PROCESSOR_HEARTBEAT_INTERVAL_MS: ${FACEAI_PROCESSOR_HEARTBEAT_INTERVAL_MS:-5000}

faceai/docker-compose.yml

@@ -61,6 +61,7 @@ services:
       FACEAI_LOG_ROOT: ${FACEAI_LOG_ROOT:-/data/logs}
       FACEAI_PKL_ROOT: ${FACEAI_PKL_ROOT:-/data/pkl}
       FACEAI_MATCHER_BINARY: ${FACEAI_MATCHER_BINARY:-/app/bin/face_matcher}
+      FACEAI_MATCHER_TOLERANCE: ${FACEAI_MATCHER_TOLERANCE:-0.5}
       FACEAI_WORKER_CONCURRENCY: ${FACEAI_WORKER_CONCURRENCY:-8}
       FACEAI_WORKER_TIMEOUT_MS: ${FACEAI_WORKER_TIMEOUT_MS:-300000}
     volumes:

faceai/docker/processor.Dockerfile

@@ -21,3 +21,4 @@ RUN chmod +x /app/bin/face_matcher
 
 ENV NODE_ENV=production
 ENV FACEAI_MATCHER_BINARY=/app/bin/face_matcher
+ENV FACEAI_MATCHER_TOLERANCE=0.5

stacks/faceai.yml

@@ -61,6 +61,7 @@ services:
       FACEAI_LOG_ROOT: /data/logs
       FACEAI_PKL_ROOT: /data/pkl
       FACEAI_MATCHER_BINARY: /app/bin/face_matcher
+      FACEAI_MATCHER_TOLERANCE: 0.5
       FACEAI_WORKER_CONCURRENCY: 8
       FACEAI_WORKER_TIMEOUT_MS: 300000
     volumes: