How to implement 1:N identification with RECOGNITO SDK

Using RECOGNITO FaceSDK, you can implement 1:N face identification function.

1. Face Enrollment

Face Enrollment Step

2. Face Identification

Face Identification Step

1:N Face Template Matching Sample Code

Android-FaceRecognition-FaceLivenessDetection/app/src/main/java/com/bio/facerecognition /CameraActivityKt.kt

...
if(faceBoxes.size > 0) {
    val faceBox = faceBoxes[0]
    if (faceBox.liveness > SettingsActivity.getLivenessThreshold(context)) {
        val templates = FaceSDK.templateExtraction(bitmap, faceBox)

        var maxSimiarlity = 0f
        var maximiarlityPerson: Person? = null
        for (person in DBManager.personList) {
            val similarity = FaceSDK.similarityCalculation(templates, person.templates)
            if (similarity > maxSimiarlity) {
                maxSimiarlity = similarity
                maximiarlityPerson = person
            }
        }
        if (maxSimiarlity > SettingsActivity.getMatchThreshold(context)) {
            recognized = true
            val identifiedPerson = maximiarlityPerson
            val identifiedSimilarity = maxSimiarlity

            runOnUiThread {
                val faceImage = Utils.cropFace(bitmap, faceBox)
                val intent = Intent(context, ResultActivity::class.java)
                intent.putExtra("identified_face", faceImage)
                intent.putExtra("enrolled_face", identifiedPerson!!.face)
                intent.putExtra("identified_name", identifiedPerson!!.name)
                intent.putExtra("similarity", identifiedSimilarity)
                intent.putExtra("liveness", faceBox.liveness)
                intent.putExtra("yaw", faceBox.yaw)
                intent.putExtra("roll", faceBox.roll)
                intent.putExtra("pitch", faceBox.pitch)
                startActivity(intent)
            }
        }
    }
}

Examples

- Linux 1:N Face Search Demo

Linux-FaceRecognition-FaceLivenessDetection/Identification(1:N)-Demo at main · recognito-vision/Linux-FaceRecognition-FaceLivenessDetectionGitHub

- Window-Face SDK Video Surveillance Demo

Sample Application

- Android-Face SDK Demo

Sample Application