FEB 19: [ADD] Initial Commit 'pos_face_recognition'

pos_face_recognition/README.rst

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+.. image:: https://img.shields.io/badge/license-LGPL--3-green.svg
+    :target: https://www.gnu.org/licenses/lgpl-3.0-standalone.html
+    :alt: License: LGPL-3
+
+Pos Face Recognition
+====================
+This module helps you to login pos session by face recognition
+
+Configuration
+=============
+* No additional configurations needed
+
+Company
+-------
+* `Cybrosys Techno Solutions <https://cybrosys.com/>`__
+
+License
+-------
+General Public License, Version 3 (LGPL v3).
+(http://www.gnu.org/licenses/lgpl-3.0-standalone.html)
+
+Credits
+-------
+* Developers: (V18) Adarsh K,
+              (V17) Bhagyadev KP,
+* Contact: odoo@cybrosys.com
+
+Contacts
+--------
+* Mail Contact : odoo@cybrosys.com
+* Website : https://cybrosys.com
+
+Bug Tracker
+-----------
+Bugs are tracked on GitHub Issues. In case of trouble, please check there if your issue has already been reported.
+
+Maintainer
+==========
+.. image:: https://cybrosys.com/images/logo.png
+   :target: https://cybrosys.com
+
+This module is maintained by Cybrosys Technologies.
+For support and more information, please visit `Our Website <https://cybrosys.com/>`__
+
+Further information
+===================
+HTML Description: `<static/description/index.html>`__

pos_face_recognition/__init__.py

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+# -*- coding: utf-8 -*-
+################################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2025-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Adarsh K (<https://www.cybrosys.com>)
+#
+#    You can modify it under the terms of the GNU LESSER
+#    GENERAL PUBLIC LICENSE (LGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU LESSER GENERAL PUBLIC LICENSE (LGPL v3) for more details.
+#
+#    You should have received a copy of the GNU LESSER GENERAL PUBLIC LICENSE
+#    (LGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+################################################################################
+from . import models

pos_face_recognition/__manifest__.py

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+# -*- coding: utf-8 -*-
+################################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2025-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Adarsh K (<https://www.cybrosys.com>)
+#
+#    You can modify it under the terms of the GNU LESSER
+#    GENERAL PUBLIC LICENSE (LGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU LESSER GENERAL PUBLIC LICENSE (LGPL v3) for more details.
+#
+#    You should have received a copy of the GNU LESSER GENERAL PUBLIC LICENSE
+#    (LGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+################################################################################
+{
+    'name': 'Pos Face Recognition',
+    'version': '18.0.1.0.0',
+    'category': 'Point of Sales',
+    'summary': 'User can login pos session by face recognition method',
+    'description': 'User can login pos session by face recognition '
+                   'method.If any unauthorized login is detected a warning '
+                   'message is arise.',
+    'author': 'Cybrosys Techno Solutions',
+    'company': 'Cybrosys Techno Solutions',
+    'maintainer': 'Cybrosys Techno Solutions',
+    'website': 'https://www.cybrosys.com',
+    'depends': ['pos_hr'],
+    'assets': {
+        'point_of_sale._assets_pos': [
+            'https://cdn.jsdelivr.net/npm/@vladmandic/face-api@1/dist/face-api.js',
+            'https://code.jquery.com/jquery-3.3.1.min.js',
+            'https://unpkg.com/webcam-easy/dist/webcam-easy.min.js',
+            'pos_face_recognition/static/src/js/SelectionPopup.js',
+            'pos_face_recognition/static/src/xml/SelectionPopup.xml'
+        ]
+    },
+    'data': [
+        'views/hr_employee_view.xml'
+    ],
+    'images': ['static/description/banner.png'],
+    'license': 'LGPL-3',
+    'installable': True,
+    'auto_install': False,
+    'application': False,
+}

pos_face_recognition/doc/RELEASE_NOTES.md

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+## Module <pos_face_recognition>
+
+#### 19.02.2025
+#### Version 18.0.1.0.0
+##### ADD
+- Initial commit for Pos Face Recognition

pos_face_recognition/models/__init__.py

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+# -*- coding: utf-8 -*-
+################################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2025-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Adarsh K (<https://www.cybrosys.com>)
+#
+#    You can modify it under the terms of the GNU LESSER
+#    GENERAL PUBLIC LICENSE (LGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU LESSER GENERAL PUBLIC LICENSE (LGPL v3) for more details.
+#
+#    You should have received a copy of the GNU LESSER GENERAL PUBLIC LICENSE
+#    (LGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+################################################################################
+from . import hr_employee

pos_face_recognition/models/hr_employee.py

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+# -*- coding: utf-8 -*-
+################################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2025-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Adarsh K (<https://www.cybrosys.com>)
+#
+#    You can modify it under the terms of the GNU LESSER
+#    GENERAL PUBLIC LICENSE (LGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU LESSER GENERAL PUBLIC LICENSE (LGPL v3) for more details.
+#
+#    You should have received a copy of the GNU LESSER GENERAL PUBLIC LICENSE
+#    (LGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+################################################################################
+from odoo import api, fields, models
+
+
+class HrEmployee(models.Model):
+    """
+    Inheriting hr_employee model to add a image field
+    """
+    _inherit = 'hr.employee'
+
+    image = fields.Binary(string="Image", help="Add image for POS face login")
+
+    @api.model
+    def _load_pos_data_fields(self, config_id):
+        return ['name', 'user_id', 'work_contact_id', 'image']

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pos_face_recognition/static/description/assets/icons/banner-bg.svg

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pos_face_recognition/static/description/assets/icons/translate.svg

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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);
+        })
+    },
+})

pos_face_recognition/static/src/js/weights/age_gender_model-weights_manifest.json

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+      {
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+        "name": "entry_flow/conv_in/bias",
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+        ],
+        "dtype": "float32"
+      },
+      {
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pos_face_recognition/static/src/js/weights/face_expression_model-weights_manifest.json

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pos_face_recognition/static/src/js/weights/face_landmark_68_model-weights_manifest.json

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