Vuzix Developer Conference 20171201

Transcript

1. C-LIS CO., LTD.

2. C-LIS CO., LTD.  ༗ࢁ
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   -5% "OESPJEΞϓϦ։ൃνϣοτσΩϧ Photo by

   Koji MORIGUCHI (MORIGCHOWDER)

3. 76;*9
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4. . 

5. 6*ʢग़ྗʣ  nHD - 640x360 (16:9)

6. 6*ʢೖྗʣ  Χϝϥ

7. 6*ʢೖྗʣ  KEYCODE_DPAD_LEFT KEYCODE_DPAD_RIGHT KEYCODE_ENTER

8. 6*ʢೖྗʣʔ
   ϘλϯΛ௕ԡ͠  ϗʔϜϘλϯ KEYCODE_BACK KEYCODE_MENU

9. 6*ʢೖྗʣ  λονύου

10. .ΞϓϦ։ൃ
    
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    1FSNJTTJPO
    Χϝϥͷ্Լ
    λονύωϧʹґଘ͠ͳ͍ը໘ઃܭ 

11. "OESPJE
    
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12. 3VOUJNF
    1FSNJTTJPO 

13. Χϝϥͷ্Լ 

14. CameraManager manager = (CameraManager) activity.getSystemService(Context.CAMERA_SERVICE); CameraCharacteristics characteristics = manager.getCameraCharacteristics(cameraId); mSensorOrientation

    = characteristics.get(CameraCharacteristics.SENSOR_ORIENTATION); // Orientation int rotation = activity.getWindowManager().getDefaultDisplay().getRotation(); int orientation = (ORIENTATIONS.get(rotation) + mSensorOrientation + 270) % 360; captureBuilder.set(CaptureRequest.JPEG_ORIENTATION, orientation);  ݱࡏͷը໘ํ޲ɾΧϝϥͷํ޲Λߟྀ https://github.com/googlesamples/android-Camera2Basic

15. λονύωϧʹґଘ͠ͳ͍ը໘ઃܭ 

16.  ࣄྫ̍
    ϑΥʔΧεͷҠಈ

17. ϑΥʔΧεͷॱ൪͕௚ײతͰͳ͍ 

18. <LinearLayout> <LinearLayout> <Button android:id="@+id/button1" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 1" />

    <Button android:id="@+id/button2" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 2" /> </LinearLayout>  ϑΥʔΧεҠಈ <LinearLayout> <Button android:id="@+id/button3" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 3" /> <Button android:id="@+id/button4" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 4" /> </LinearLayout> </LinearLayout>

19. <LinearLayout> <LinearLayout> <Button android:id="@+id/button1" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 1" android:nextFocusRight="@+id/button4"

    android:nextFocusLeft="@+id/button2" /> <Button android:id="@+id/button2" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 2" android:nextFocusRight="@+id/button1" android:nextFocusLeft="@+id/button3" /> </LinearLayout>  OFYU'PDVT
    -FGU
    
    3JHIU <LinearLayout> <Button android:id="@+id/button3" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 3" android:nextFocusRight="@+id/button2" android:nextFocusLeft="@+id/button4" /> <Button android:id="@+id/button4" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_weight="1" android:text="Button 4" android:nextFocusRight="@+id/button3" android:nextFocusLeft="@+id/button1" /> </LinearLayout> </LinearLayout>

20. ϑΥʔΧεҠಈઃఆޙ 

21.  ࣄྫ̎
    λον͕࢖͑ͳ͍৔߹ͷ6*

22. ΞΫγϣϯόʔͷεΠονʹΞΫηεͰ͖ͳ͍  https://github.com/DeviceConnect/DeviceConnect-Android

23. <?xml version="1.0" encoding="utf-8"?> <menu xmlns:android="http://schemas.android.com/apk/res/android" xmlns:app="http://schemas.android.com/apk/res-auto"> <item android:id="@+id/activity_service_manager_power" app:actionViewClass="android.widget.Switch" app:showAsAction="always"

    android:title="@string/app_name"/> <item android:id="@+id/activity_service_menu_item_settings" app:showAsAction="never" android:title="@string/activity_service_menu_settings"/> <item android:id="@+id/activity_service_menu_item_help" app:showAsAction="never" android:title="@string/activity_service_menu_help"/> </menu>  SFTNFOVBDUJWJUZ@TFSWJDF@MJTUYNM

24. <?xml version="1.0" encoding="utf-8"?> <menu xmlns:android="http://schemas.android.com/apk/res/android" xmlns:app="http://schemas.android.com/apk/res-auto"> <item android:id="@+id/activity_service_menu_item_settings" app:showAsAction="never" android:title="@string/activity_service_menu_settings"

    /> <item android:id="@+id/activity_service_menu_item_help" app:showAsAction="never" android:title="@string/activity_service_menu_help" /> </menu>  SFTNFOVOPUPVDIBDUJWJUZ@TFSWJDF@MJTUYNM

25. <LinearLayout android:id="@+id/activity_service_list_buttons_container" android:layout_width="match_parent" android:layout_height="wrap_content" android:layout_alignParentBottom="true"> <Switch android:id="@+id/activity_service_list_manager_switch" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_margin="8dp"

    android:layout_weight="1" android:text="@string/app_name" /> <Button android:id="@+id/activity_service_list_search_button" android:layout_width="0dp" android:layout_height="wrap_content" android:layout_margin="8dp" android:layout_weight="1" android:text="@string/activity_service_list_search" /> </LinearLayout>  SFTMBZPVUOPUPVDIBDUJWJUZ@TFSWJDF@MJTUYNM

26. λονύωϧ͕࢖͑ͳ͍6*ʹରԠ 

27. 76;*9
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28. 76;*9
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29. 5FOTPS'MPXͱ͸  ೥݄ɺถ(PPHMF͕ࣾΦʔϓϯιʔεԽͨ͠ ػց஌ೳ޲͚ͷܭࢉϑϨʔϜϫʔΫ

30. 5FOTPS'MPXͷಛ௃  ࣄલʹܭࢉάϥϑΛߏஙɺ࣮ߦ͢ΔύϥμΠϜ
    େن໛ͳฒྻɾ෼ࢄܭࢉʹରԠ
    1$ʢαʔόʔʣʹՃ͑ͯɺ
 ϞόΠϧɺϘʔυίϯϐϡʔλʔͳͲ
 ෳ਺ͷϓϥοτϑΥʔϜ্Ͱಈ࡞ʢ˞ʣ ※ ݱࡏ͸inferenceʢਪ࿦ʣݶఆ

31. "OESPJEʹରԠ  ୺຤ͷηϯαʔ৘ใΛ࢖ͬͯδΣενϟʔΛ ൑ผ͢Δ"OESPJEΞϓϦͷ࡞੒
    5FOTPS'MPXͷֶशࡁΈϞσϧΛ"OESPJE
 ΞϓϦ͔ΒಡΈࠐΜͰར༻͢Δ

32. ࡞Δ΋ͷ .Λ૷ணͯ͠टΛৼΔδΣενϟͰɺ
    :&4ɾ/0
    Λ൑ఆ͢Δ 

33. Ϟσϧ  conv 1x5
 64 max_pool 1x3 fully connected 192

    ʢdropout 0.5ʣ output
 2 size = 256

34. ֶश৚݅ ܇࿅σʔλ
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35. ग़ྗϞσϧͷߏ଄  model.pb input_accel input_gyro softmax_logits

36. dependencies {
 compile fileTree(dir: 'libs', include: ['*.jar'])
 androidTestCompile('com.android.support.test.espresso:espresso-core:2.2.2', {
 exclude

    group: 'com.android.support', module: 'support-annotations'
 })
 compile 'com.android.support:appcompat-v7:25.3.1'
 compile 'com.android.support.constraint:constraint-layout:1.0.2'
 testCompile 'junit:junit:4.12'
 
 compile 'org.tensorflow:tensorflow-android:1.4.0'
 }
  CVJMEHSBEMF

37. ֶशࡁΈϞσϧͷ഑ஔ 

38. private static final String MODEL_FILEPATH = "model.pb";
 private final TensorFlowInferenceInterface

    mTfInference;
 GestureDetector(AssetManager am) {
 mTfInference = new TensorFlowInferenceInterface(am, MODEL_FILEPATH);
 }
  ϞσϧͷಡΈࠐΈ

39. GestureType recognizeGesture(float[] accelData, float[] gyroData) {
 
 mTfInference.feed("input_accel", accelData, accelData.length);


    mTfInference.feed("input_gyro", gyroData, gyroData.length);
 
 mTfInference.run(new String[]{"softmax_logits"});
 
 mTfInference.fetch("softmax_logits", mRecognizeGestureResult);
 
 for (int index = 0; index < mRecognizeGestureResult.length; index++) {
  (FTUVSF%FUFDUPSͷ࣮૷ʢGFFEʣ

40. GestureType recognizeGesture(float[] accelData, float[] gyroData) {
 
 mTfInference.feed("input_accel", accelData, accelData.length);


    mTfInference.feed("input_gyro", gyroData, gyroData.length);
 
 mTfInference.run(new String[]{"softmax_logits"});
 
 mTfInference.fetch("softmax_logits", mRecognizeGestureResult);
 
 for (int index = 0; index < mRecognizeGestureResult.length; index++) {
  (FTUVSF%FUFDUPSͷ࣮૷ʢSVOʣ

41. GestureType recognizeGesture(float[] accelData, float[] gyroData) {
 
 mTfInference.feed("input_accel", accelData, accelData.length);


    mTfInference.feed("input_gyro", gyroData, gyroData.length);
 
 mTfInference.run(new String[]{"softmax_logits"});
 
 mTfInference.fetch("softmax_logits", mRecognizeGestureResult);
 
 for (int index = 0; index < mRecognizeGestureResult.length; index++) {
  (FTUVSF%FUFDUPSͷ࣮૷ʢGFUDIʣ

42.  σϞ

43. C-LIS CO., LTD. ຊࢿྉ͸ɺ༗ݶձࣾγʔϦεͷஶ࡞෺Ͱ͢ɻຊࢿྉͷશ෦ɺ·ͨ͸Ұ෦ʹ͍ͭͯɺஶ࡞ऀ͔ΒจॻʹΑΔڐ୚Λಘͣʹෳ੡͢Δ͜ͱ͸ې͡ΒΕ͍ͯ·͢ɻ 5IF
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