Simprints · luhmirin-s · Jun 16, 2026 · Jun 16, 2026 · Jun 16, 2026 · Jun 16, 2026
diff --git a/.editorconfig b/.editorconfig
@@ -19,9 +19,22 @@ ktlint_standard_annotation = disabled
 # If enabled, this rules forces any multiline assignment to the new line regardless of length
 ktlint_standard_multiline-expression-wrapping = disabled
 
+# If enabled, this rules forces braces to all branches if any single one has them
+ktlint_standard_when-entry-bracing = disabled
+
+# If enabled, this rule forces blank line between when branches if there is a single multiline branch
+ktlint_standard_blank-line-between-when-conditions = disabled
+ij_kotlin_line_break_after_multiline_when_entry = false
+
 # Default allows the expression body to be a single call to a wrapper
 # function (e.g. `runTest{}`) without a line break
 ktlint_function_signature_body_expression_wrapping = default
 
 # In tests star imports are fine since there could be lots helper functions
 ij_kotlin_packages_to_use_import_on_demand=androidx.test.**,io.mockk.**,com.google.common.truth.**
+
+# Backticked function names are only used in tests and those names can be very long
+ktlint_ignore_back_ticked_identifier=true
+
+# Unused import deletion is disabled by default due to a issue with
+ktlint_standard_no-unused-imports = enabled
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
@@ -30,4 +30,4 @@ jobs:
           java-version: '17'
 
       - name: Build with Gradle
-        run: ./gradlew build
+        run: ./gradlew simface:build
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
@@ -40,10 +40,10 @@ jobs:
         run: chmod +x gradlew
 
       - name: Build libraries
-        run: ./gradlew build
+        run: ./gradlew simface:build
 
       - name: Publish to GitHub Packages
         env:
           USERNAME: ${{ github.actor }}
           TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: ./gradlew publish
+        run: ./gradlew simface:publish
diff --git a/README.md b/README.md
@@ -1,4 +1,6 @@
-# SimFace
+# Simprints Face Biometrics SDK
+
+## SimFace Library
 
 An Android library for face recognition and quality assessment on edge devices.
 It provides face detection, embedding creation, and biometric matching capabilities.
@@ -9,15 +11,17 @@ detection and [EdgeFace](https://github.com/otroshi/edgeface) for embedding (tem
 2. Embedding Creation: This module is used to generate a 512-float vector representation of face images.
 3. Matching and Identification: Used for verification and identification purposes.
 
+**📚 [View Full Documentation](simface/README.md)** for installation and usage examples.
+
 ## SimQ Library
 
-**SimQ** is a standalone Android library for comprehensive face quality assessment. It can be used independently or as part of SimFace for enhanced quality evaluation. SimQ provides a quality score from 0.0 to 1.0, with customizable weights for each metric and configurable thresholds.
+**SimQ** is a standalone Android library for comprehensive face quality assessment. It can be used independently or as part of SimFace for
+enhanced quality evaluation. SimQ provides a quality score from 0.0 to 1.0, with customizable weights for each metric and configurable
+thresholds.
 
 **📚 [View Full SimQ Documentation](simq/README.md)** for installation, usage examples, and advanced configuration options.
 
-## Include the library into the project.
-
-### Option 1 (Recommended)
+### Installation
 
 1. Add the repository to your `settings.gradle.kts` under `dependencyResolutionManagement` under `respositories`:
 
@@ -31,99 +35,11 @@ maven {
 }
 ```
 
-2. Import the dependencies in `build.gradle.kts`:
+Import the dependencies in `build.gradle.kts`:
 
 ```kotlin
 implementation("com.simprints.biometrics:simface:2026.1.0")
-```
-
-## Implement the functionality.
-
-### Coroutines (Recommended)
-
-```kotlin
-// Initialize library configuration
-val simFace = SimFace()
-val simFaceConfig = SimFaceConfig(context)
-simFace.initialize(simFaceConfig)
-
-// Load a bitmap image for processing
-val faceImage: Bitmap =
-    BitmapFactory.decodeResource(context.resources, R.drawable.royalty_free_good_face)
-
-lifecycleScope.launch {
-    val faces = simFace.detectFaceBlocking(faceImage)
-    val face = faces[0]
-    if (faces.size != 1 || face.quality < 0.6) throw Exception("Quality not sufficient")
-
-    // Align and crop the image of the face
-    val alignedFace = face.alignedFaceImage(bitmap)
-
-    // Generate an embedding from the image
-    val probe = simFace.getFaceDetectionProcessor().getEmbedding(alignedFace)
-
-    // Verify the embedding against itself
-    val score = simFace.verificationScore(probe, probe)
-}
-```
-
-### Callbacks
-
-```kotlin
-// Initialize library configuration
-val simFace = SimFace()
-val simFaceConfig = SimFaceConfig(context)
-simFace.initialize(simFaceConfig)
-
-// Load a bitmap image for processing
-val faceImage: Bitmap = BitmapFactory.decodeResource(context.resources, R.drawable.royalty_free_good_face)
-
-// Note that this can be better handled with callbacks or coroutines
-simFace.getFaceDetectionProcessor().detectFace(faceImage, onSuccess = { faces ->
-    val face = faces[0]
-    if (faces.size != 1 || face.quality < 0.6) throw Exception("Quality not sufficient")
-
-    // Align and crop the image of the face
-    val alignedFace = face.alignedFaceImage(bitmap)
-
-    // Generate an embedding from the image
-    val probe = simFace.getEmbedding(alignedFace)
 
-    // Verify the embedding against itself
-    val score = simFace.verificationScore(probe, probe)
-})
+// Or if only quality assessment is needed
+implementation("com.simprints.biometrics:simq:2026.1.0")
 ```
-
-## Workflow
-
-### Face Detection and Embedding
-
-We first initialize the library. Then we can use the
-`simFace.detectFace` method to detect faces in images and evaluate their quality.
-We can repeat this process multiple times until a sufficiently good face image is selected.
-
-Afterwards, we can use the `simFace.getEmbedding` method to obtain a vector template
-from the selected image. The embedding is represented by a 512 float array.
-
-### Verification and Identification
-
-The same steps are taken to initialize the library.
-
-Then, the matching of two templates is carried out using the `simFace.verificationScore` method,
-which returns a score in the [0, 1] range, being 1 a perfect match.
-
-Identification can be carried using the `simFace.identificationScore` method which returns a mapping of the
-referenceVectors to the the score with respect to the probe.
-
-Both methods use the cosine similarity between vectors as a measure of the score.
-
-## System Requirements
-
-The library works with a minimum version of Android 6.0 (API Level 23). It has been tested and runs
-smoothly on _Samsung Galaxy A03 Core_ which has the following specifications:
-
-- Android 11
-- 1.6GHz Octa-core
-- 2GB RAM
-- 8MP f/2.0 Camera
-- 32GB Storage
diff --git a/build.gradle.kts b/build.gradle.kts
@@ -1,91 +1,6 @@
 plugins {
-    alias(libs.plugins.android.library)
-    alias(libs.plugins.jetbrains.kotlin.android)
-    `maven-publish`
+    alias(libs.plugins.android.application) apply false
+    alias(libs.plugins.android.library) apply false
+    alias(libs.plugins.kotlin.compose) apply false
 }
 
-val projectGroupId = "com.simprints.biometrics"
-val projectArtifactId = "simface"
-val projectVersion = "2026.1.0"
-
-group = projectGroupId
-version = projectVersion
-
-android {
-
-    namespace = "$projectGroupId.$projectArtifactId"
-    compileSdk = 36
-
-    defaultConfig {
-        minSdk = 23
-
-        testInstrumentationRunner = "androidx.test.runner.AndroidJUnitRunner"
-    }
-
-    buildTypes {
-        release {
-            isMinifyEnabled = false
-            proguardFiles(getDefaultProguardFile("proguard-android-optimize.txt"))
-        }
-    }
-    compileOptions {
-        sourceCompatibility = JavaVersion.VERSION_17
-        targetCompatibility = JavaVersion.VERSION_17
-    }
-    kotlinOptions {
-        jvmTarget = "17"
-    }
-}
-
-dependencies {
-    api(project(":simq"))
-
-    // Tensorflow versions that works with Edgeface
-    api(libs.tensorflow.lite.support)
-    api(libs.tensorflow.lite.metadata)
-    api(libs.tensorflow.lite)
-
-    // Face Detection and quality
-    api(libs.face.detection)
-
-    // For face alignment
-    api(libs.ejml.simple)
-
-    androidTestImplementation(libs.truth)
-    androidTestImplementation(libs.androidx.junit)
-    androidTestImplementation(libs.androidx.espresso.core)
-    androidTestImplementation(libs.kotlinx.coroutines.test)
-}
-
-publishing {
-    repositories {
-        maven {
-            name = "GitHubPackages"
-            url = uri("https://maven.pkg.github.com/simprints/Biometrics-SimFace")
-            credentials {
-                username = project.findProperty("gpr.user") as String? ?: System.getenv("USERNAME")
-                password = project.findProperty("gpr.key") as String? ?: System.getenv("TOKEN")
-            }
-        }
-    }
-    publications {
-        create<MavenPublication>("ReleaseAar") {
-            groupId = projectGroupId
-            artifactId = projectArtifactId
-            version = projectVersion
-            afterEvaluate { artifact(tasks.getByName("bundleReleaseAar")) }
-
-            pom.withXml {
-                val dependenciesNode = asNode().appendNode("dependencies")
-
-                configurations.getByName("api").dependencies.map { dependency ->
-                    dependenciesNode.appendNode("dependency").also {
-                        it.appendNode("groupId", dependency.group)
-                        it.appendNode("artifactId", dependency.name)
-                        it.appendNode("version", dependency.version)
-                    }
-                }
-            }
-        }
-    }
-}
diff --git a/gradle.properties b/gradle.properties
@@ -20,4 +20,8 @@ kotlin.code.style=official
 # Enables namespacing of each library's R class so that its R class includes only the
 # resources declared in the library itself and none from the library's dependencies,
 # thereby reducing the size of the R class for that library
-android.nonTransitiveRClass=true
+android.nonTransitiveRClass=true
+android.uniquePackageNames=false
+android.dependency.useConstraints=true
+android.r8.strictFullModeForKeepRules=false
+android.generateSyncIssueWhenLibraryConstraintsAreEnabled=false
diff --git a/gradle/libs.versions.toml b/gradle/libs.versions.toml
@@ -1,23 +1,29 @@
 [versions]
-agp = "8.13.2"
+agp = "9.2.1"
 kotlin = "2.2.21"
-junitVersion = "1.3.0"
-espressoCore = "3.7.0"
-tensorflowLite = "2.17.0"
-tensorflowLiteMetadata = "0.5.0"
-tensorflowLiteSupport = "0.5.0"
-faceDetection = "16.1.7"
-ejmlSimple = "0.44.0"
 coreKtx = "1.17.0"
 appcompat = "1.7.1"
 material = "1.13.0"
+composeBom = "2024.09.00"
+activityCompose = "1.10.1"
+lifecycleRuntimeKtx = "2.9.3"
+camera = "1.3.1"
+faceDetection = "16.1.7"
+ejmlSimple = "0.44.0"
 opencv = "4.13.0"
+tensorflowLite = "2.17.0"
+tensorflowLiteMetadata = "0.5.0"
+tensorflowLiteSupport = "0.5.0"
 truth = "1.4.5"
+junit = "4.13.2"
+junitVersion = "1.3.0"
+espressoCore = "3.7.0"
+coroutines = "1.10.2"
 
 [libraries]
 androidx-junit = { group = "androidx.test.ext", name = "junit", version.ref = "junitVersion" }
 androidx-espresso-core = { group = "androidx.test.espresso", name = "espresso-core", version.ref = "espressoCore" }
-kotlinx-coroutines-test = { module = "org.jetbrains.kotlinx:kotlinx-coroutines-test" }
+kotlinx-coroutines-test = { group = "org.jetbrains.kotlinx", name = "kotlinx-coroutines-test", version.ref = "coroutines" }
 tensorflow-lite = { module = "org.tensorflow:tensorflow-lite", version.ref = "tensorflowLite" }
 tensorflow-lite-metadata = { module = "org.tensorflow:tensorflow-lite-metadata", version.ref = "tensorflowLiteMetadata" }
 tensorflow-lite-support = { module = "org.tensorflow:tensorflow-lite-support", version.ref = "tensorflowLiteSupport" }
@@ -28,8 +34,28 @@ androidx-appcompat = { group = "androidx.appcompat", name = "appcompat", version
 material = { group = "com.google.android.material", name = "material", version.ref = "material" }
 opencv = { module = "org.opencv:opencv", version.ref = "opencv" }
 truth = { module = "com.google.truth:truth", version.ref = "truth" }
+junit = { group = "junit", name = "junit", version.ref = "junit" }
+
+androidx-lifecycle-runtime-ktx = { group = "androidx.lifecycle", name = "lifecycle-runtime-ktx", version.ref = "lifecycleRuntimeKtx" }
+androidx-lifecycle-runtime-compose = { group = "androidx.lifecycle", name = "lifecycle-runtime-compose", version.ref = "lifecycleRuntimeKtx" }
+androidx-activity-compose = { group = "androidx.activity", name = "activity-compose", version.ref = "activityCompose" }
+androidx-compose-bom = { group = "androidx.compose", name = "compose-bom", version.ref = "composeBom" }
+androidx-compose-ui = { group = "androidx.compose.ui", name = "ui" }
+androidx-compose-ui-graphics = { group = "androidx.compose.ui", name = "ui-graphics" }
+androidx-compose-ui-tooling = { group = "androidx.compose.ui", name = "ui-tooling" }
+androidx-compose-ui-tooling-preview = { group = "androidx.compose.ui", name = "ui-tooling-preview" }
+androidx-compose-ui-test-manifest = { group = "androidx.compose.ui", name = "ui-test-manifest" }
+androidx-compose-ui-test-junit4 = { group = "androidx.compose.ui", name = "ui-test-junit4" }
+androidx-compose-material3 = { group = "androidx.compose.material3", name = "material3" }
+
+camera-core = { group = "androidx.camera", name = "camera-core", version.ref = "camera" }
+camera-camera2 = { group = "androidx.camera", name = "camera-camera2", version.ref = "camera" }
+camera-lifecycle = { group = "androidx.camera", name = "camera-lifecycle", version.ref = "camera" }
+camera-view = { group = "androidx.camera", name = "camera-view", version.ref = "camera" }
 
 [plugins]
-jetbrains-kotlin-android = { id = "org.jetbrains.kotlin.android", version.ref = "kotlin" }
+android-application = { id = "com.android.application", version.ref = "agp" }
 android-library = { id = "com.android.library", version.ref = "agp" }
+jetbrains-kotlin-android = { id = "org.jetbrains.kotlin.android", version.ref = "kotlin" }
+kotlin-compose = { id = "org.jetbrains.kotlin.plugin.compose", version.ref = "kotlin" }
 
diff --git a/gradle/wrapper/gradle-wrapper.properties b/gradle/wrapper/gradle-wrapper.properties
@@ -1,6 +1,6 @@
 #Thu Oct 02 14:49:35 EEST 2025
 distributionBase=GRADLE_USER_HOME
 distributionPath=wrapper/dists
-distributionUrl=https\://services.gradle.org/distributions/gradle-8.13-bin.zip
+distributionUrl=https\://services.gradle.org/distributions/gradle-9.4.1-bin.zip
 zipStoreBase=GRADLE_USER_HOME
 zipStorePath=wrapper/dists