+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/pos_face_recognition/static/src/js/SelectionPopup.js b/pos_face_recognition/static/src/js/SelectionPopup.js
new file mode 100644
index 000000000..e0a6a6563
--- /dev/null
+++ b/pos_face_recognition/static/src/js/SelectionPopup.js
@@ -0,0 +1,121 @@
+//Loading faceapi weights
+const MODEL_URL = '/pos_face_recognition/static/src/js/weights';
+import { _t } from "@web/core/l10n/translation";
+import { SelectionPopup } from "@point_of_sale/app/utils/input_popups/selection_popup";
+import { usePos } from "@point_of_sale/app/store/pos_hook";
+import { patch } from "@web/core/utils/patch";
+import { useService } from "@web/core/utils/hooks";
+import { useRef, useState } from "@odoo/owl";
+import { AlertDialog } from "@web/core/confirmation_dialog/confirmation_dialog";
+faceapi.nets.ssdMobilenetv1.loadFromUri(MODEL_URL)
+faceapi.nets.faceLandmark68Net.loadFromUri(MODEL_URL)
+faceapi.nets.faceRecognitionNet.loadFromUri(MODEL_URL)
+faceapi.nets.tinyFaceDetector.load(MODEL_URL),
+faceapi.nets.faceLandmark68TinyNet.load(MODEL_URL),
+faceapi.nets.faceExpressionNet.load(MODEL_URL),
+faceapi.nets.ageGenderNet.load(MODEL_URL)
+//Patching SelectionPopup component to add face login system
+patch(SelectionPopup.prototype, {
+ setup() {
+
+ super.setup(...arguments);
+ this.pos = usePos();
+ this.rootRef = useRef("root");
+ this.rootEmp = useRef("rootEmp");
+ this.dialog = useService("dialog");
+ this.faceMatcher = null;
+ },
+// Function which will decide to open the web camera
+ async selectItem(itemId) {
+ this.state.selectedId = itemId;
+ await this.loadImage(itemId)
+ if (this.have_image != false) {
+ await this.startWebcam()
+ } else {
+ this.dialog.add(AlertDialog, {
+ title: _t("Authentication failed"),
+ body: _t(
+ "Selected cashier have no image.."
+ ),
+ });
+ }
+ },
+
+// Function which will load the cashier image
+ async loadImage(itemId){
+ const user = this.pos.models["hr.employee"].find(
+ (emp) => emp.id === itemId
+ );
+ this.have_image = user.image
+ const employee_image = this.rootEmp.el
+ if (this.have_image != false) {
+ employee_image.src = "data:image/jpeg;base64," + user.image
+ }
+ },
+
+// Function to start the web camera
+ startWebcam(){
+ const video = document.getElementById('video')
+ navigator?.mediaDevices.getUserMedia(
+ { video: true, audio: false }
+ ).then((stream) => {
+ video.srcObject = stream
+ }).catch((error) => {
+ console.error(error)
+ }).then(this.faceRecognition(video))
+ },
+
+// Function to get the descriptions of cashier image
+ async getLabeledFaceDescriptions(){
+ const employee_image = this.rootEmp.el;
+ const detections = await faceapi
+ .detectSingleFace(employee_image)
+ .withFaceLandmarks()
+ .withFaceExpressions()
+ .withFaceDescriptor();
+ return detections
+ },
+
+// Function which compares the webcam image with cashier image
+ async faceRecognition(video){
+ const labeledFaceDescriptors = await this.getLabeledFaceDescriptions()
+ if (!this.faceMatcher) {
+ this.faceMatcher = new faceapi.FaceMatcher([labeledFaceDescriptors.descriptor]);
+ }
+ video.addEventListener('play', () => {
+ const canvas = faceapi.createCanvasFromMedia(video);
+ document.body.append(canvas);
+ const displaySize = {width: video.width, height: video.height}
+ faceapi.matchDimensions(canvas, displaySize)
+ setInterval(async () => {
+ const detections = await faceapi
+ .detectAllFaces(video)
+ .withFaceLandmarks()
+ .withFaceExpressions()
+ .withFaceDescriptors();
+ detections.forEach((detection) => {
+ const match = this.faceMatcher.findBestMatch(detection.descriptor);
+ if (match._distance < 0.4 ) { // Adjust threshold as needed
+ const modal = this.rootRef.el;
+ if (modal) {
+ modal.style.display = 'none';
+ this.modalVisible = false;
+ this.confirm();
+ video.srcObject.getTracks().forEach(track => track.stop());
+ canvas.remove();
+ }
+ }
+ else {
+ this.dialog.add(AlertDialog, {
+ title: _t("Authentication failed"),
+ body: _t(
+ "Face not recognized.."
+ ),
+ });
+ location.reload();
+ }
+ });
+ }, 100);
+ })
+ },
+})
\ No newline at end of file
diff --git a/pos_face_recognition/static/src/js/weights/age_gender_model-shard1 b/pos_face_recognition/static/src/js/weights/age_gender_model-shard1
new file mode 100644
index 000000000..d942d6ad1
Binary files /dev/null and b/pos_face_recognition/static/src/js/weights/age_gender_model-shard1 differ
diff --git a/pos_face_recognition/static/src/js/weights/age_gender_model-weights_manifest.json b/pos_face_recognition/static/src/js/weights/age_gender_model-weights_manifest.json
new file mode 100644
index 000000000..4cdc63a58
--- /dev/null
+++ b/pos_face_recognition/static/src/js/weights/age_gender_model-weights_manifest.json
@@ -0,0 +1,618 @@
+[
+ {
+ "weights": [
+ {
+ "name": "entry_flow/conv_in/filters",
+ "shape": [
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+ 3,
+ 3,
+ 32
+ ],
+ "dtype": "float32",
+ "quantization": {
+ "dtype": "uint8",
+ "scale": 0.005431825039433498,
+ "min": -0.7441600304023892
+ }
+ },
+ {
+ "name": "entry_flow/conv_in/bias",
+ "shape": [
+ 32
+ ],
+ "dtype": "float32"
+ },
+ {
+ "name": "entry_flow/reduction_block_0/separable_conv0/depthwise_filter",
+ "shape": [
+ 3,
+ 3,
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+ ],
+ "dtype": "float32",
+ "quantization": {
+ "dtype": "uint8",
+ "scale": 0.005691980614381678,
+ "min": -0.6090419257388395
+ }
+ },
+ {
+ "name": "entry_flow/reduction_block_0/separable_conv0/pointwise_filter",
+ "shape": [
+ 1,
+ 1,
+ 32,
+ 64
+ ],
+ "dtype": "float32",
+ "quantization": {
+ "dtype": "uint8",
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+ },
+ {
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+ "dtype": "float32"
+ },
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+ ],
+ "dtype": "float32",
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+ {
+ "name": "exit_flow/reduction_block/expansion_conv/bias",
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+ ],
+ "dtype": "float32"
+ },
+ {
+ "name": "exit_flow/separable_conv/depthwise_filter",
+ "shape": [
+ 3,
+ 3,
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+ ],
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+ },
+ {
+ "name": "exit_flow/separable_conv/bias",
+ "shape": [
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+ ],
+ "dtype": "float32"
+ },
+ {
+ "name": "fc/age/weights",
+ "shape": [
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+ "dtype": "float32",
+ "quantization": {
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+ "scale": 0.008674054987290326,
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+ },
+ {
+ "name": "fc/age/bias",
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+ "dtype": "float32"
+ },
+ {
+ "name": "fc/gender/weights",
+ "shape": [
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+ "dtype": "float32",
+ "quantization": {
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+ },
+ {
+ "name": "fc/gender/bias",
+ "shape": [
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+ "dtype": "float32"
+ }
+ ],
+ "paths": [
+ "age_gender_model-shard1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/pos_face_recognition/static/src/js/weights/face_expression_model-shard1 b/pos_face_recognition/static/src/js/weights/face_expression_model-shard1
new file mode 100644
index 000000000..619cdf6d4
Binary files /dev/null and b/pos_face_recognition/static/src/js/weights/face_expression_model-shard1 differ
diff --git a/pos_face_recognition/static/src/js/weights/face_expression_model-weights_manifest.json b/pos_face_recognition/static/src/js/weights/face_expression_model-weights_manifest.json
new file mode 100644
index 000000000..f4a9d1b6b
--- /dev/null
+++ b/pos_face_recognition/static/src/js/weights/face_expression_model-weights_manifest.json
@@ -0,0 +1,606 @@
+[
+ {
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+ {
+ "name": "dense0/conv2/depthwise_filter",
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+ {
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+ "name": "dense0/conv2/bias",
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+ "dtype": "float32"
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+ {
+ "name": "dense0/conv3/depthwise_filter",
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diff --git a/pos_face_recognition/static/src/js/weights/face_landmark_68_tiny_model-shard1 b/pos_face_recognition/static/src/js/weights/face_landmark_68_tiny_model-shard1
new file mode 100644
index 000000000..f04a9d5ec
Binary files /dev/null and b/pos_face_recognition/static/src/js/weights/face_landmark_68_tiny_model-shard1 differ
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diff --git a/pos_face_recognition/static/src/js/weights/face_recognition_model-shard1 b/pos_face_recognition/static/src/js/weights/face_recognition_model-shard1
new file mode 100644
index 000000000..3d4b3017a
Binary files /dev/null and b/pos_face_recognition/static/src/js/weights/face_recognition_model-shard1 differ
diff --git a/pos_face_recognition/static/src/js/weights/face_recognition_model-shard2 b/pos_face_recognition/static/src/js/weights/face_recognition_model-shard2
new file mode 100644
index 000000000..8a4b5fbe2
--- /dev/null
+++ b/pos_face_recognition/static/src/js/weights/face_recognition_model-shard2
@@ -0,0 +1,6 @@
+r^~~}pz|~v}yy||{r_{}~~|pxr؛uy|y~~}z|}v{jŖx{v~uq{sM|~Sh~oh~su~}g}~}sqxwz|w|yymzn}~~~z}~~lu~w|u~zdx~~}~uo}vr}|~{r~}}{}xy{{s~}~}znwy}}y}|v}yp~}~ux}v~~qpzTut~۔~iq}v}vz|t{|}|ix~||}~}~v}|}wx|z~|y}y|{x|}}|{vx}w{zœ}uy|{z|zy{~z{||u~q~|u~~|{~||y~~|}}w}}}{sz~|hxד֛v|z{~~~~zqyxffecx|wsv|s}}yf{}qwvtox|}~{}z}{~rza|u{~w~}wwt{Ȍ~b~oyzywyz{{tfjuy~z~yUs~z|ݎxr~u|{r}wr~w|su{{h{x{~~ue}yz~v~{kzqt{{v}s~xz拗|ys}p|s{Pxvԉolowzc~{y~|ytz|~~}~{}vz|rv{|~jt[u{~ϧy}v~qu~{|~~|qy|w}|y}|mwxpzvtx|lxl|~~{ŏyxt{ov}|}}}}uov~szz~s~y~}~ɡz|z~}y}܍{}~v{vwytx|}rw~vy}~~zzu{|~~y|y}}}u}Γ~wj~rmya{||~r}}v~m~guqznz~v||w}v}}Ďpyc^|w}uxw}|ٜ{xx}coƖ2}t~_x|yxy~|v|wxryv~w{~|y~ʞx~trf}w}}v}|{y|wuzuy|{~wrzxi|zv}|zuuw|zr}z||}~{|z~|ut]|ck}}{w}wy}xz}~y{wxp}z~{x{}}u~~q~|~~}x~z}~|zwz~}}z}nwsj~~yt{}uv~}Yz{~{q{}~~~~|zz~~r~yzzzgsz}}~x~tkgp}{~}v|vt|{z{{{{u}}zu~~}e|vnwCC~];u~wtu}a~r|~{y|Ǔzy}ďw{z}~~{|z{ruzt|{{}}wruy}y{~u|zz}|}z|~~v{w~}u~{||}quy}||ydp}}}w}v{l~|d~{||z~t|~}Í}yu~xy~t|t{|~}yr{w}v{wxyȤy|vw}s|}{~sĕ}×|||Ó}^yuz}{s|c{r}ixzd~|zzizpv{}tz}Ȗ|{|}su~~u~~euu}yj|~}vwywy~|~}}}vt{zv}z}}wu}jbvkJusg:}z`ZnGcXFYb1x{y%
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