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    A New Chapter for MagicMirror: The Community Takes the Lead
    Read the statement by Michael Teeuw here.

    Facial Recognition - customize your mirror for every user!

    Scheduled Pinned Locked Moved Troubleshooting
    215 Posts 55 Posters 519.2k Views 57 Watching
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    • R Offline
      reaper81
      last edited by

      To update your module i have to use: “git pull https://github.com/paviro/MMM-Facial-Recognition” ?

      1 Reply Last reply Reply Quote 0
      • tosti007T Offline
        tosti007 Module Developer @PointPubMedia
        last edited by

        @PointPubMedia The welcome message means that it shows a notification when changing to a different user.
        @reaper81 if you are in the right folder you dont have to give the link, just git pull should be enough

        If there is anything don't hesitate to contact me!
        ProfileSwitcher, TouchNotifications

        PointPubMediaP 1 Reply Last reply Reply Quote 0
        • PointPubMediaP Offline
          PointPubMedia @tosti007
          last edited by

          @tosti007 said in Facial Recognition - customize your mirror for every user!:

          @PointPubMedia The welcome message means that it shows a notification when changing to a different user.
          @reaper81 if you are in the right folder you dont have to give the link, just git pull should be enough

          Yeah know that, but since the last update it’s not working even with the welcomeMessage: true

          tosti007T 1 Reply Last reply Reply Quote 0
          • tosti007T Offline
            tosti007 Module Developer @PointPubMedia
            last edited by

            @PointPubMedia I gave a look at his code and noticed he made an small mistake. I will send him a message so the problem should be solved as soon as he sees it. For the time being (which, again, probably won’t be long) you just won’t see a message :)

            If there is anything don't hesitate to contact me!
            ProfileSwitcher, TouchNotifications

            1 Reply Last reply Reply Quote 0
            • paviroP Offline
              paviro
              last edited by paviro

              Sorry guys :D Has been a while since I last coded MM modules… It’s fixed now :)
              @benkej Could you provide me a zip containing your complete MM directory?

              We're all stories in the end. Just make it a good one, eh?

              – The Doctor

              B 1 Reply Last reply Reply Quote 0
              • B Offline
                benkej @paviro
                last edited by benkej

                @paviro sure, thank you!
                here are my MMM-Facial-Recognition-Tools and MMM-Facial-Recognition folders in tar.bz2 format. My config is included in the second archive.

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                • PointPubMediaP Offline
                  PointPubMedia
                  last edited by

                  @paviro You think it would be possible to display somewhere in MM2 the output from the camera at the same time as your module with a “debug” option?

                  It would be easier to place the camera at the right location while working on MM!

                  1 Reply Last reply Reply Quote 1
                  • S Offline
                    s1084836
                    last edited by yawns

                    Hello,

                    Thanks for building this great module. When I run the “npm start” I keep getting the following message:

                    [MMM-Facial-Recognition] Webcam Found...
                    [MMM-Facial-Recognition] User undefined with confidence null logged in.
                    [MMM-Facial-Recognition] User undefined logged out.
                    [MMM-Facial-Recognition] User undefined with confidence null logged in.
                    [MMM-Facial-Recognition] User undefined logged out.
                    [MMM-Facial-Recognition] User undefined with confidence null logged in.
                    

                    Sometimes it regoonizes my face, but it is like a 1/1000 change. I’m wondering why, when I run the test script my it recognizes my face really fast and always. I uploaded like 350 photo’s. I’ve tryed diffrend back grounds, with enough light.

                    I just dont understand why it won’t see my face while the test script is 95% of the time right.

                    My config File:

                    `/* Magic Mirror Config Sample
                     *
                     * By Michael Teeuw http://michaelteeuw.nl
                     * MIT Licensed.
                     */
                    
                    var config = {
                    	port: 8080,
                    
                    	language: 'en',
                    	timeFormat: 24,
                    	units: 'metric',
                    
                    	modules: [
                    
                    		{
                    			module: 'clock',
                    			position: 'top_left',
                    			classes: 'default',
                    		},
                    
                    		
                    		{
                    		    module: 'MMM-Facial-Recognition',
                    		    classes: 'default',
                    			config: {
                    		        // 1=LBPH | 2=Fisher | 3=Eigen
                    		        recognitionAlgorithm: 1,
                    		        // Threshold for the confidence of a recognized face before it's considered a
                    		        // positive match.  Confidence values below this threshold will be considered
                    		        // a positive match because the lower the confidence value, or distance, the
                    		        // more confident the algorithm is that the face was correctly detected.
                    		        lbphThreshold: 50,
                    		        fisherThreshold: 250,
                    		        eigenThreshold: 3000,
                    		        // force the use of a usb webcam on raspberry pi (on other platforms this is always true automatically)
                    		        useUSBCam: true,
                    		        // Path to your training xml
                    		        trainingFile: '/home/pi/Desktop/MagicMirror/modules/MMM-Facial-Recognition/training.xml',
                    		        // recognition intervall in seconds (smaller number = faster but CPU intens!)
                    		        interval: 1,
                    		        // Logout delay after last recognition so that a user does not get instantly logged out if he turns away from the mirror for a few seconds
                    		        logoutDelay: 5,
                    		        // Array with usernames (copy and paste from training script)
                    		        users: ['test', 'tom', 'Tom'],
                    		        //Module set used for strangers and if no user is detected
                    		        defaultClass: "default",
                    		        //Set of modules which should be shown for every user
                    		        everyoneClass: "everyone"
                    			
                    		    }
                    		},
                    		
                    
                    		{
                    		        module: 'helloworld',
                    		        position: 'lower_third', // This can be any of the regions.
                    			classes: 'default',
                    		        config: {
                    		            // See 'Configuration options' for more information.
                    		            text: 'OMG, look at you!'
                    		     }
                      		},
                    
                    
                    		{
                    			module: 'compliments',
                    			position: 'upper_third',
                    			classes: 'Tom',
                    		},
                    
                    
                    			{
                    			module: 'newsfeed',
                    			position: 'bottom_left',
                    			classes: 'Tom',
                    			config: {
                    				feeds: [
                    					{
                    						title: "Nu Algemeen nieuws!",
                    						url: "http://www.nu.nl/rss/Algemeen"
                    					}
                    				],
                    				showSourceTitle: true,
                    				showPublishDate: true
                    			
                    			}
                    		},
                    		
                    		
                    	]
                    
                    };
                    
                    /*************** DO NOT EDIT THE LINE BELOW ***************/
                    if (typeof module !== 'undefined') {module.exports = config;}
                    
                    B 1 Reply Last reply Reply Quote 0
                    • B Offline
                      benkej @s1084836
                      last edited by

                      @s1084836 like my mirror. I have the same problem

                      S 1 Reply Last reply Reply Quote 0
                      • S Offline
                        s1084836 @benkej
                        last edited by

                        @benkej Oh, its really strange. Did you manage to work around it?

                        B 1 Reply Last reply Reply Quote 0
                        • B Offline
                          benkej @s1084836
                          last edited by

                          @s1084836 unfortunately not. I switched off the facial recognition

                          1 Reply Last reply Reply Quote 0
                          • Y Offline
                            yakko2001
                            last edited by

                            Hey,

                            my issue is, i cannt select my USB Cam.
                            I set “useUSBCam” to “true”, but still get piCam as the choosen one. (PiCam ausgewählt)

                            MMM-Facial-Recognition] ALGORITHM: LBPH
                            [MMM-Facial-Recognition] Training data loaded!
                            [MMM-Facial-Recognition] --------------------
                            [MMM-Facial-Recognition] PiCam ausgewählt...
                            Whoops! There was an uncaught exception...
                            { Error: mmal: mmal_vc_component_create: failed to create component 'vc.ril.camera' (1:ENOMEM)
                            
                            
                            {
                            		    module: 'MMM-Facial-Recognition',
                            		    config: {
                            		        // 1=LBPH | 2=Fisher | 3=Eigen
                            		        recognitionAlgorithm: 1,
                            		        // Threshold for the confidence of a recognized face before it's considered a
                            		        // positive match.  Confidence values below this threshold will be considered
                            		        // a positive match because the lower the confidence value, or distance, the
                            		        // more confident the algorithm is that the face was correctly detected.
                            		        lbphThreshold: 50,
                            		        fisherThreshold: 250,
                            		        eigenThreshold: 3000,
                            		        useUSBCam: true,
                            		        // Path to your training xml
                            		        trainingFile: 'modules/MMM-Facial-Recognition/training.xml',
                            		        // recognition intervall in seconds (smaller number = faster but CPU intens!)
                            		        interval: 2,
                            		        // Logout delay after last recognition so that a user does not get instantly logged out if he turns away from the mirror for a few seconds
                            		        logoutDelay: 15,
                            		        // Array with usernames (copy and paste from training script)
                            		        users: ['Yakko'],
                            		        //Module set used for strangers and if no user is detected
                            		        defaultClass: "default",
                            		        //Set of modules which should be shown for every user
                            		        everyoneClass: "everyone",
                            		        // Boolean to toggle welcomeMessage
                            		        welcomeMessage: true
                            		    }
                            		},
                            

                            Any Ideas how to force it to take my USB cam?
                            Thanks,
                            Yakko

                            1 Reply Last reply Reply Quote 0
                            • piedanielP Offline
                              piedaniel
                              last edited by

                              Hi everyone. I try to make work the face recognition but always tell me that I´m strange, but when I do test with the facialreconition.py test alway recognize me. Someone know why I have this problem? How can I solve the problem? Thanks

                              1 Reply Last reply Reply Quote 0
                              • E Offline
                                eliddell
                                last edited by

                                I have not loaded this on the mirror yet but did you change the face users and algorithm on the mirror and it’s config?

                                I’m having an issue where if I train it to recognize two different people the test script recognizes both as the same person :(

                                strawberry 3.141S 1 Reply Last reply Reply Quote 0
                                • strawberry 3.141S Offline
                                  strawberry 3.141 Project Sponsor Module Developer @eliddell
                                  last edited by

                                  @eliddell you must be twins :D

                                  Please create a github issue if you need help, so I can keep track

                                  1 Reply Last reply Reply Quote 0
                                  • E Offline
                                    eliddell
                                    last edited by

                                    Actually I found a problem in the config.py

                                    If I comment out the line i= min(0, i-1) and return i-1 in the user_label method it works… Now just want to make sure we don’t get an index out of bounds…

                                    Not terribley familiar with python. So what does that min(int, int) do exactly

                                    1 Reply Last reply Reply Quote 0
                                    • B Offline
                                      b00002561
                                      last edited by

                                      Hi, I seem to be having an issue when trying to implement the face recognition tester. When I run the tester on the file I am getting an error, I cannot seem to resolve it.

                                      This is what displays in terminal:

                                      Loading training data...
                                      
                                      ALGORITHM: LBPH
                                      
                                      Training data loaded!
                                      
                                      Picam selected...
                                      
                                      Traceback (most recent call last):
                                      
                                      File "facerecognition.py", line 61, in 
                                      
                                      label, confidence = model.predict(crop)
                                      
                                      TypeError: 'int' object is not iterable
                                      

                                      My picamera stays active but I can see that it has stopped on my face in the background, Do you have any idea how to resolve this issue, as I am at a loss here.

                                      1 Reply Last reply Reply Quote 0
                                      • J Offline
                                        j.e.f.f Project Sponsor Module Developer
                                        last edited by

                                        Hello

                                        This module looks freaking amazing!! I want to give this a try, but I have a few questions that I haven’t been able to find answers for.

                                        • Do you recommend I used the NoIR camera, or just the regular Pi Camera? The mirror will be in my front hall by the doorway, under what should be adequate light whenever someone will want to use it. No expectation that this should work in the dark

                                        • Where is the best place to mount the camera? My mirror will be based on a 32" TV mounted such that the top of the frame would be slightly higher than my eye level (I’m 188 cm tall), and my wife’s eye level would be at about the halfway point of the mirror. I also have two young boys, aged 8 and 6 and I’d want the camera to recognize them as well. I’m thinking of either mounting the camera on the frame at the top of the mirror, aimed slightly downward, or on one side of the frame at about the vertical center of the mirror. I’ve also read about people mounting the camera behind the mirror, but with mixed results. If that is an option, I could theoretically mount the camera right in the center of the mirror. What’s the best way to route the cable in this case? I don’t plan on having anything in the middle of the screen from the top down to about the center, so I could run the cable from the camera straight up and over the top of the screen. Suppose I would need to colour the cable black or purchase a black cable. Anyone have insight here?

                                        • Given that the Pi Camera has a relatively narrow field of view (approx 35 mm) would you suggest I use one of those phone camera wide angle attachments so that the cam can pick up a wider image and have a better chance of getting the face in the image, or do I just increase the likelihood that several faces will be in the picture, defeating the facial recognition routine?

                                        Thanks!
                                        -Jeff

                                        bheplerB 1 Reply Last reply Reply Quote 0
                                        • A Offline
                                          Advokaten
                                          last edited by

                                          Hey! I managed to ‘complete the training’ and copied training.xml into the modules folder, it recognized my face during testing and everything, however, I get this error when doing npm start and I have no clue what it means:

                                          Starting MagicMirror: v2.1.1
                                          Loading config ...
                                          Loading module helpers ...
                                          Initializing new module helper ...
                                          Module helper loaded: MMM-Facial-Recognition
                                          No helper found for module: clock.
                                          No helper found for module: compliments.
                                          All module helpers loaded.
                                          Starting server on port 8080 ... 
                                          Starting server op port 8080 ... 
                                          Server started ...
                                          Connecting socket for: MMM-Facial-Recognition
                                          Staring module helper: MMM-Facial-Recognition
                                          Sockets connected & modules started ...
                                          Launching application.
                                          [MMM-Facial-Recognition] Facerecognition started...
                                          [MMM-Facial-Recognition] Loading training data...
                                          [MMM-Facial-Recognition] ALGORITHM: LBPH
                                          [MMM-Facial-Recognition] Training data loaded!
                                          [MMM-Facial-Recognition] --------------------
                                          [MMM-Facial-Recognition] Webcam ausgewählt...
                                          Whoops! There was an uncaught exception...
                                          { Error: TypeError: Required argument 'device' (pos 1) not found
                                              at PythonShell.parseError (/home/pi/MagicMirror/modules/MMM-Facial-Recognition/node_modules/python-shell/index.js:183:17)
                                              at terminateIfNeeded (/home/pi/MagicMirror/modules/MMM-Facial-Recognition/node_modules/python-shell/index.js:98:28)
                                              at ChildProcess. (/home/pi/MagicMirror/modules/MMM-Facial-Recognition/node_modules/python-shell/index.js:88:9)
                                              at emitTwo (events.js:106:13)
                                              at ChildProcess.emit (events.js:191:7)
                                              at Process.ChildProcess._handle.onexit (internal/child_process.js:215:12)
                                              ----- Python Traceback -----
                                              File "modules/MMM-Facial-Recognition/facerecognition/facerecognition.py", line 63, in 
                                                camera = config.get_camera()
                                              File "/home/pi/MagicMirror/modules/MMM-Facial-Recognition/facerecognition/config.py", line 57, in get_camera
                                                return webcam.OpenCVCapture(device_id=0)
                                              File "/home/pi/MagicMirror/modules/MMM-Facial-Recognition/facerecognition/webcam.py", line 31, in __init__
                                                self._camera.open()
                                            traceback: 'Traceback (most recent call last):\n  File "modules/MMM-Facial-Recognition/facerecognition/facerecognition.py", line 63, in \n    camera = config.get_camera()\n  File "/home/pi/MagicMirror/modules/MMM-Facial-Recognition/facerecognition/config.py", line 57, in get_camera\n    return webcam.OpenCVCapture(device_id=0)\n  File "/home/pi/MagicMirror/modules/MMM-Facial-Recognition/facerecognition/webcam.py", line 31, in __init__\n    self._camera.open()\nTypeError: Required argument \'device\' (pos 1) not found\n',
                                            executable: 'python',
                                            options: null,
                                            script: 'modules/MMM-Facial-Recognition/facerecognition/facerecognition.py',
                                            args: [ '{"recognitionAlgorithm":1,"lbphThreshold":50,"fisherThreshold":250,"eigenThreshold":3000,"useUSBCam":true,"trainingFile":"modules/MMM-Facial-Recognition/training.xml","interval":2,"logoutDelay":15,"users":["Alex"],"defaultClass":"default","everyoneClass":"everyone","welcomeMessage":true}' ],
                                            exitCode: 1 }
                                          MagicMirror will not quit, but it might be a good idea to check why this happened. Maybe no internet connection?
                                          If you think this really is an issue, please open an issue on GitHub: https://github.com/MichMich/MagicMirror/issues
                                          
                                          
                                          
                                          1 Reply Last reply Reply Quote 0
                                          • bheplerB Offline
                                            bhepler Module Developer @j.e.f.f
                                            last edited by

                                            @j.e.f.f - I played around with this module months ago. I wasn’t able to get it working satisfactorily for my purposes, but I think what I learned can help.

                                            I don’t think the NOIR camera is necessary for your intended setup. Especially if you aren’t going to mount the camera behind the mirror itself. I do not recommend mounting the camera behind the mirror glass. I tried it and without a strong light source, I think you will just be frustrated in your results.

                                            Given that you’re using a 32" TV, I’m going to assume you’re locked into a portrait orientation. With little kids in the house, I suspect mounting the camera either off to one side or on the top of the frame is your best bet.

                                            The magic mirror concept works best when you’re fairly close to it. The best effect after all is that the mirror shows you information while you’re looking at your own reflection. This is helpful as it encourages people to come close to the mirror to marvel at it, which aids in the facial recognition. The camera has a decent field of view already. Sufficient to get a good look at a person standing in front of the mirror from arms-length to about two meters away. Beyond that, the facial recognition starts to get spotty because there isn’t enough detail in your face, but most people won’t be looking at the mirror from two meters away, right?

                                            I would skip the wide-angle attachments. I don’t think it’s going to be necessary.

                                            J 1 Reply Last reply Reply Quote 0

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