├── ObjectDetectorDemo
├── .gitignore
├── .idea
│ ├── codeStyles
│ │ └── Project.xml
│ ├── gradle.xml
│ ├── misc.xml
│ ├── runConfigurations.xml
│ └── vcs.xml
├── app
│ ├── .gitignore
│ ├── assets
│ │ └── resnet18_traced.pt
│ ├── build.gradle
│ ├── proguard-rules.pro
│ └── src
│ │ ├── androidTest
│ │ └── java
│ │ │ └── com
│ │ │ └── tckmpsi
│ │ │ └── objectdetectordemo
│ │ │ └── ExampleInstrumentedTest.java
│ │ ├── main
│ │ ├── AndroidManifest.xml
│ │ ├── assets
│ │ │ └── resnet18_traced.pt
│ │ ├── java
│ │ │ └── com
│ │ │ │ └── tckmpsi
│ │ │ │ └── objectdetectordemo
│ │ │ │ ├── MainActivity.java
│ │ │ │ └── ModelClasses.java
│ │ └── res
│ │ │ ├── drawable-v24
│ │ │ └── ic_launcher_foreground.xml
│ │ │ ├── drawable
│ │ │ └── ic_launcher_background.xml
│ │ │ ├── layout
│ │ │ └── activity_main.xml
│ │ │ ├── mipmap-anydpi-v26
│ │ │ ├── ic_launcher.xml
│ │ │ └── ic_launcher_round.xml
│ │ │ ├── mipmap-hdpi
│ │ │ ├── ic_launcher.png
│ │ │ └── ic_launcher_round.png
│ │ │ ├── mipmap-mdpi
│ │ │ ├── ic_launcher.png
│ │ │ └── ic_launcher_round.png
│ │ │ ├── mipmap-xhdpi
│ │ │ ├── ic_launcher.png
│ │ │ └── ic_launcher_round.png
│ │ │ ├── mipmap-xxhdpi
│ │ │ ├── ic_launcher.png
│ │ │ └── ic_launcher_round.png
│ │ │ ├── mipmap-xxxhdpi
│ │ │ ├── ic_launcher.png
│ │ │ └── ic_launcher_round.png
│ │ │ └── values
│ │ │ ├── colors.xml
│ │ │ ├── strings.xml
│ │ │ └── styles.xml
│ │ └── test
│ │ └── java
│ │ └── com
│ │ └── tckmpsi
│ │ └── objectdetectordemo
│ │ └── ExampleUnitTest.java
├── build.gradle
├── gradle.properties
├── gradle
│ └── wrapper
│ │ ├── gradle-wrapper.jar
│ │ └── gradle-wrapper.properties
├── gradlew
├── gradlew.bat
└── settings.gradle
├── README.md
└── create_model.py
/ObjectDetectorDemo/.gitignore:
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1 | *.iml
2 | .gradle
3 | /local.properties
4 | /.idea/caches
5 | /.idea/libraries
6 | /.idea/modules.xml
7 | /.idea/workspace.xml
8 | /.idea/navEditor.xml
9 | /.idea/assetWizardSettings.xml
10 | .DS_Store
11 | /build
12 | /captures
13 | .externalNativeBuild
14 | .cxx
15 |
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/ObjectDetectorDemo/.idea/codeStyles/Project.xml:
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/ObjectDetectorDemo/app/.gitignore:
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/ObjectDetectorDemo/app/assets/resnet18_traced.pt:
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https://raw.githubusercontent.com/tusharck/Object-Detector-Android-App-Using-PyTorch-Mobile-Neural-Network/529340c853bd1ac078c50f9516a6075749a9e948/ObjectDetectorDemo/app/assets/resnet18_traced.pt
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/ObjectDetectorDemo/app/build.gradle:
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1 | apply plugin: 'com.android.application'
2 |
3 | android {
4 | compileSdkVersion 28
5 | buildToolsVersion "29.0.2"
6 | defaultConfig {
7 | applicationId "com.tckmpsi.objectdetectordemo"
8 | minSdkVersion 24
9 | targetSdkVersion 28
10 | versionCode 1
11 | versionName "1.0"
12 | testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
13 | }
14 | buildTypes {
15 | release {
16 | minifyEnabled false
17 | proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
18 | }
19 | }
20 | }
21 |
22 | dependencies {
23 | implementation fileTree(dir: 'libs', include: ['*.jar'])
24 | implementation 'androidx.appcompat:appcompat:1.0.2'
25 | implementation 'androidx.constraintlayout:constraintlayout:1.1.3'
26 | implementation 'org.pytorch:pytorch_android:1.3.0'
27 | implementation 'org.pytorch:pytorch_android_torchvision:1.3.0'
28 | }
29 |
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/ObjectDetectorDemo/app/proguard-rules.pro:
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1 | # Add project specific ProGuard rules here.
2 | # You can control the set of applied configuration files using the
3 | # proguardFiles setting in build.gradle.
4 | #
5 | # For more details, see
6 | # http://developer.android.com/guide/developing/tools/proguard.html
7 |
8 | # If your project uses WebView with JS, uncomment the following
9 | # and specify the fully qualified class name to the JavaScript interface
10 | # class:
11 | #-keepclassmembers class fqcn.of.javascript.interface.for.webview {
12 | # public *;
13 | #}
14 |
15 | # Uncomment this to preserve the line number information for
16 | # debugging stack traces.
17 | #-keepattributes SourceFile,LineNumberTable
18 |
19 | # If you keep the line number information, uncomment this to
20 | # hide the original source file name.
21 | #-renamesourcefileattribute SourceFile
22 |
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/ObjectDetectorDemo/app/src/androidTest/java/com/tckmpsi/objectdetectordemo/ExampleInstrumentedTest.java:
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1 | package com.tckmpsi.objectdetectordemo;
2 |
3 | import android.content.Context;
4 |
5 | import androidx.test.platform.app.InstrumentationRegistry;
6 | import androidx.test.ext.junit.runners.AndroidJUnit4;
7 |
8 | import org.junit.Test;
9 | import org.junit.runner.RunWith;
10 |
11 | import static org.junit.Assert.*;
12 |
13 | /**
14 | * Instrumented test, which will execute on an Android device.
15 | *
16 | * @see Testing documentation
17 | */
18 | @RunWith(AndroidJUnit4.class)
19 | public class ExampleInstrumentedTest {
20 | @Test
21 | public void useAppContext() {
22 | // Context of the app under test.
23 | Context appContext = InstrumentationRegistry.getInstrumentation().getTargetContext();
24 |
25 | assertEquals("com.tckmpsi.objectdetectordemo", appContext.getPackageName());
26 | }
27 | }
28 |
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/ObjectDetectorDemo/app/src/main/assets/resnet18_traced.pt:
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/ObjectDetectorDemo/app/src/main/java/com/tckmpsi/objectdetectordemo/MainActivity.java:
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1 | package com.tckmpsi.objectdetectordemo;
2 |
3 | import androidx.appcompat.app.AppCompatActivity;
4 |
5 | import android.content.Context;
6 | import android.content.Intent;
7 | import android.database.Cursor;
8 | import android.graphics.Bitmap;
9 | import android.graphics.BitmapFactory;
10 | import android.graphics.drawable.BitmapDrawable;
11 | import android.net.Uri;
12 | import android.os.Build;
13 | import android.os.Bundle;
14 | import android.provider.MediaStore;
15 | import android.view.View;
16 | import android.widget.Button;
17 | import android.widget.ImageView;
18 | import android.widget.TextView;
19 |
20 | import org.pytorch.IValue;
21 | import org.pytorch.Module;
22 | import org.pytorch.Tensor;
23 | import org.pytorch.torchvision.TensorImageUtils;
24 |
25 | import java.io.File;
26 | import java.io.FileOutputStream;
27 | import java.io.IOException;
28 | import java.io.InputStream;
29 | import java.io.OutputStream;
30 |
31 | public class MainActivity extends AppCompatActivity {
32 | private static int RESULT_LOAD_IMAGE = 1;
33 |
34 | @Override
35 | protected void onCreate(Bundle savedInstanceState) {
36 | super.onCreate(savedInstanceState);
37 | setContentView(R.layout.activity_main);
38 |
39 | Button buttonLoadImage = (Button) findViewById(R.id.button);
40 | Button detectButton = (Button) findViewById(R.id.detect);
41 |
42 |
43 | if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.M) {
44 | requestPermissions(new String[]{android.Manifest.permission.READ_EXTERNAL_STORAGE}, 1);
45 | }
46 | buttonLoadImage.setOnClickListener(new View.OnClickListener() {
47 |
48 | @Override
49 | public void onClick(View arg0) {
50 | TextView textView = findViewById(R.id.result_text);
51 | textView.setText("");
52 | Intent i = new Intent(
53 | Intent.ACTION_PICK,
54 | MediaStore.Images.Media.EXTERNAL_CONTENT_URI);
55 |
56 | startActivityForResult(i, RESULT_LOAD_IMAGE);
57 |
58 |
59 | }
60 | });
61 |
62 | detectButton.setOnClickListener(new View.OnClickListener() {
63 |
64 | @Override
65 | public void onClick(View arg0) {
66 |
67 | Bitmap bitmap = null;
68 | Module module = null;
69 |
70 | //Getting the image from the image view
71 | ImageView imageView = (ImageView) findViewById(R.id.image);
72 |
73 | try {
74 | //Read the image as Bitmap
75 | bitmap = ((BitmapDrawable)imageView.getDrawable()).getBitmap();
76 |
77 | //Here we reshape the image into 400*400
78 | bitmap = Bitmap.createScaledBitmap(bitmap, 400, 400, true);
79 |
80 | //Loading the model file.
81 | module = Module.load(fetchModelFile(MainActivity.this, "resnet18_traced.pt"));
82 | } catch (IOException e) {
83 | finish();
84 | }
85 |
86 | //Input Tensor
87 | final Tensor input = TensorImageUtils.bitmapToFloat32Tensor(
88 | bitmap,
89 | TensorImageUtils.TORCHVISION_NORM_MEAN_RGB,
90 | TensorImageUtils.TORCHVISION_NORM_STD_RGB
91 | );
92 |
93 | //Calling the forward of the model to run our input
94 | final Tensor output = module.forward(IValue.from(input)).toTensor();
95 |
96 |
97 | final float[] score_arr = output.getDataAsFloatArray();
98 |
99 | // Fetch the index of the value with maximum score
100 | float max_score = -Float.MAX_VALUE;
101 | int ms_ix = -1;
102 | for (int i = 0; i < score_arr.length; i++) {
103 | if (score_arr[i] > max_score) {
104 | max_score = score_arr[i];
105 | ms_ix = i;
106 | }
107 | }
108 |
109 | //Fetching the name from the list based on the index
110 | String detected_class = ModelClasses.MODEL_CLASSES[ms_ix];
111 |
112 | //Writing the detected class in to the text view of the layout
113 | TextView textView = findViewById(R.id.result_text);
114 | textView.setText(detected_class);
115 |
116 |
117 | }
118 | });
119 |
120 | }
121 | @Override
122 | protected void onActivityResult(int requestCode, int resultCode, Intent data) {
123 | //This functions return the selected image from gallery
124 | super.onActivityResult(requestCode, resultCode, data);
125 |
126 | if (requestCode == RESULT_LOAD_IMAGE && resultCode == RESULT_OK && null != data) {
127 | Uri selectedImage = data.getData();
128 | String[] filePathColumn = { MediaStore.Images.Media.DATA };
129 |
130 | Cursor cursor = getContentResolver().query(selectedImage,
131 | filePathColumn, null, null, null);
132 | cursor.moveToFirst();
133 |
134 | int columnIndex = cursor.getColumnIndex(filePathColumn[0]);
135 | String picturePath = cursor.getString(columnIndex);
136 | cursor.close();
137 |
138 | ImageView imageView = (ImageView) findViewById(R.id.image);
139 | imageView.setImageBitmap(BitmapFactory.decodeFile(picturePath));
140 |
141 | //Setting the URI so we can read the Bitmap from the image
142 | imageView.setImageURI(null);
143 | imageView.setImageURI(selectedImage);
144 |
145 |
146 | }
147 |
148 |
149 | }
150 |
151 | public static String fetchModelFile(Context context, String modelName) throws IOException {
152 | File file = new File(context.getFilesDir(), modelName);
153 | if (file.exists() && file.length() > 0) {
154 | return file.getAbsolutePath();
155 | }
156 |
157 | try (InputStream is = context.getAssets().open(modelName)) {
158 | try (OutputStream os = new FileOutputStream(file)) {
159 | byte[] buffer = new byte[4 * 1024];
160 | int read;
161 | while ((read = is.read(buffer)) != -1) {
162 | os.write(buffer, 0, read);
163 | }
164 | os.flush();
165 | }
166 | return file.getAbsolutePath();
167 | }
168 | }
169 |
170 | }
171 |
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/ObjectDetectorDemo/app/src/main/java/com/tckmpsi/objectdetectordemo/ModelClasses.java:
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1 | package com.tckmpsi.objectdetectordemo;
2 |
3 | public class ModelClasses {
4 | public static String[] MODEL_CLASSES = new String[]{
5 | "tench, Tinca tinca",
6 | "goldfish, Carassius auratus",
7 | "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias",
8 | "tiger shark, Galeocerdo cuvieri",
9 | "hammerhead, hammerhead shark",
10 | "electric ray, crampfish, numbfish, torpedo",
11 | "stingray",
12 | "cock",
13 | "hen",
14 | "ostrich, Struthio camelus",
15 | "brambling, Fringilla montifringilla",
16 | "goldfinch, Carduelis carduelis",
17 | "house finch, linnet, Carpodacus mexicanus",
18 | "junco, snowbird",
19 | "indigo bunting, indigo finch, indigo bird, Passerina cyanea",
20 | "robin, American robin, Turdus migratorius",
21 | "bulbul",
22 | "jay",
23 | "magpie",
24 | "chickadee",
25 | "water ouzel, dipper",
26 | "kite",
27 | "bald eagle, American eagle, Haliaeetus leucocephalus",
28 | "vulture",
29 | "great grey owl, great gray owl, Strix nebulosa",
30 | "European fire salamander, Salamandra salamandra",
31 | "common newt, Triturus vulgaris",
32 | "eft",
33 | "spotted salamander, Ambystoma maculatum",
34 | "axolotl, mud puppy, Ambystoma mexicanum",
35 | "bullfrog, Rana catesbeiana",
36 | "tree frog, tree-frog",
37 | "tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui",
38 | "loggerhead, loggerhead turtle, Caretta caretta",
39 | "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea",
40 | "mud turtle",
41 | "terrapin",
42 | "box turtle, box tortoise",
43 | "banded gecko",
44 | "common iguana, iguana, Iguana iguana",
45 | "American chameleon, anole, Anolis carolinensis",
46 | "whiptail, whiptail lizard",
47 | "agama",
48 | "frilled lizard, Chlamydosaurus kingi",
49 | "alligator lizard",
50 | "Gila monster, Heloderma suspectum",
51 | "green lizard, Lacerta viridis",
52 | "African chameleon, Chamaeleo chamaeleon",
53 | "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis",
54 | "African crocodile, Nile crocodile, Crocodylus niloticus",
55 | "American alligator, Alligator mississipiensis",
56 | "triceratops",
57 | "thunder snake, worm snake, Carphophis amoenus",
58 | "ringneck snake, ring-necked snake, ring snake",
59 | "hognose snake, puff adder, sand viper",
60 | "green snake, grass snake",
61 | "king snake, kingsnake",
62 | "garter snake, grass snake",
63 | "water snake",
64 | "vine snake",
65 | "night snake, Hypsiglena torquata",
66 | "boa constrictor, Constrictor constrictor",
67 | "rock python, rock snake, Python sebae",
68 | "Indian cobra, Naja naja",
69 | "green mamba",
70 | "sea snake",
71 | "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus",
72 | "diamondback, diamondback rattlesnake, Crotalus adamanteus",
73 | "sidewinder, horned rattlesnake, Crotalus cerastes",
74 | "trilobite",
75 | "harvestman, daddy longlegs, Phalangium opilio",
76 | "scorpion",
77 | "black and gold garden spider, Argiope aurantia",
78 | "barn spider, Araneus cavaticus",
79 | "garden spider, Aranea diademata",
80 | "black widow, Latrodectus mactans",
81 | "tarantula",
82 | "wolf spider, hunting spider",
83 | "tick",
84 | "centipede",
85 | "black grouse",
86 | "ptarmigan",
87 | "ruffed grouse, partridge, Bonasa umbellus",
88 | "prairie chicken, prairie grouse, prairie fowl",
89 | "peacock",
90 | "quail",
91 | "partridge",
92 | "African grey, African gray, Psittacus erithacus",
93 | "macaw",
94 | "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita",
95 | "lorikeet",
96 | "coucal",
97 | "bee eater",
98 | "hornbill",
99 | "hummingbird",
100 | "jacamar",
101 | "toucan",
102 | "drake",
103 | "red-breasted merganser, Mergus serrator",
104 | "goose",
105 | "black swan, Cygnus atratus",
106 | "tusker",
107 | "echidna, spiny anteater, anteater",
108 | "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus",
109 | "wallaby, brush kangaroo",
110 | "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus",
111 | "wombat",
112 | "jellyfish",
113 | "sea anemone, anemone",
114 | "brain coral",
115 | "flatworm, platyhelminth",
116 | "nematode, nematode worm, roundworm",
117 | "conch",
118 | "snail",
119 | "slug",
120 | "sea slug, nudibranch",
121 | "chiton, coat-of-mail shell, sea cradle, polyplacophore",
122 | "chambered nautilus, pearly nautilus, nautilus",
123 | "Dungeness crab, Cancer magister",
124 | "rock crab, Cancer irroratus",
125 | "fiddler crab",
126 | "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica",
127 | "American lobster, Northern lobster, Maine lobster, Homarus americanus",
128 | "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish",
129 | "crayfish, crawfish, crawdad, crawdaddy",
130 | "hermit crab",
131 | "isopod",
132 | "white stork, Ciconia ciconia",
133 | "black stork, Ciconia nigra",
134 | "spoonbill",
135 | "flamingo",
136 | "little blue heron, Egretta caerulea",
137 | "American egret, great white heron, Egretta albus",
138 | "bittern",
139 | "crane",
140 | "limpkin, Aramus pictus",
141 | "European gallinule, Porphyrio porphyrio",
142 | "American coot, marsh hen, mud hen, water hen, Fulica americana",
143 | "bustard",
144 | "ruddy turnstone, Arenaria interpres",
145 | "red-backed sandpiper, dunlin, Erolia alpina",
146 | "redshank, Tringa totanus",
147 | "dowitcher",
148 | "oystercatcher, oyster catcher",
149 | "pelican",
150 | "king penguin, Aptenodytes patagonica",
151 | "albatross, mollymawk",
152 | "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus",
153 | "killer whale, killer, orca, grampus, sea wolf, Orcinus orca",
154 | "dugong, Dugong dugon",
155 | "sea lion",
156 | "Chihuahua",
157 | "Japanese spaniel",
158 | "Maltese dog, Maltese terrier, Maltese",
159 | "Pekinese, Pekingese, Peke",
160 | "Shih-Tzu",
161 | "Blenheim spaniel",
162 | "papillon",
163 | "toy terrier",
164 | "Rhodesian ridgeback",
165 | "Afghan hound, Afghan",
166 | "basset, basset hound",
167 | "beagle",
168 | "bloodhound, sleuthhound",
169 | "bluetick",
170 | "black-and-tan coonhound",
171 | "Walker hound, Walker foxhound",
172 | "English foxhound",
173 | "redbone",
174 | "borzoi, Russian wolfhound",
175 | "Irish wolfhound",
176 | "Italian greyhound",
177 | "whippet",
178 | "Ibizan hound, Ibizan Podenco",
179 | "Norwegian elkhound, elkhound",
180 | "otterhound, otter hound",
181 | "Saluki, gazelle hound",
182 | "Scottish deerhound, deerhound",
183 | "Weimaraner",
184 | "Staffordshire bullterrier, Staffordshire bull terrier",
185 | "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier",
186 | "Bedlington terrier",
187 | "Border terrier",
188 | "Kerry blue terrier",
189 | "Irish terrier",
190 | "Norfolk terrier",
191 | "Norwich terrier",
192 | "Yorkshire terrier",
193 | "wire-haired fox terrier",
194 | "Lakeland terrier",
195 | "Sealyham terrier, Sealyham",
196 | "Airedale, Airedale terrier",
197 | "cairn, cairn terrier",
198 | "Australian terrier",
199 | "Dandie Dinmont, Dandie Dinmont terrier",
200 | "Boston bull, Boston terrier",
201 | "miniature schnauzer",
202 | "giant schnauzer",
203 | "standard schnauzer",
204 | "Scotch terrier, Scottish terrier, Scottie",
205 | "Tibetan terrier, chrysanthemum dog",
206 | "silky terrier, Sydney silky",
207 | "soft-coated wheaten terrier",
208 | "West Highland white terrier",
209 | "Lhasa, Lhasa apso",
210 | "flat-coated retriever",
211 | "curly-coated retriever",
212 | "golden retriever",
213 | "Labrador retriever",
214 | "Chesapeake Bay retriever",
215 | "German short-haired pointer",
216 | "vizsla, Hungarian pointer",
217 | "English setter",
218 | "Irish setter, red setter",
219 | "Gordon setter",
220 | "Brittany spaniel",
221 | "clumber, clumber spaniel",
222 | "English springer, English springer spaniel",
223 | "Welsh springer spaniel",
224 | "cocker spaniel, English cocker spaniel, cocker",
225 | "Sussex spaniel",
226 | "Irish water spaniel",
227 | "kuvasz",
228 | "schipperke",
229 | "groenendael",
230 | "malinois",
231 | "briard",
232 | "kelpie",
233 | "komondor",
234 | "Old English sheepdog, bobtail",
235 | "Shetland sheepdog, Shetland sheep dog, Shetland",
236 | "collie",
237 | "Border collie",
238 | "Bouvier des Flandres, Bouviers des Flandres",
239 | "Rottweiler",
240 | "German shepherd, German shepherd dog, German police dog, alsatian",
241 | "Doberman, Doberman pinscher",
242 | "miniature pinscher",
243 | "Greater Swiss Mountain dog",
244 | "Bernese mountain dog",
245 | "Appenzeller",
246 | "EntleBucher",
247 | "boxer",
248 | "bull mastiff",
249 | "Tibetan mastiff",
250 | "French bulldog",
251 | "Great Dane",
252 | "Saint Bernard, St Bernard",
253 | "Eskimo dog, husky",
254 | "malamute, malemute, Alaskan malamute",
255 | "Siberian husky",
256 | "dalmatian, coach dog, carriage dog",
257 | "affenpinscher, monkey pinscher, monkey dog",
258 | "basenji",
259 | "pug, pug-dog",
260 | "Leonberg",
261 | "Newfoundland, Newfoundland dog",
262 | "Great Pyrenees",
263 | "Samoyed, Samoyede",
264 | "Pomeranian",
265 | "chow, chow chow",
266 | "keeshond",
267 | "Brabancon griffon",
268 | "Pembroke, Pembroke Welsh corgi",
269 | "Cardigan, Cardigan Welsh corgi",
270 | "toy poodle",
271 | "miniature poodle",
272 | "standard poodle",
273 | "Mexican hairless",
274 | "timber wolf, grey wolf, gray wolf, Canis lupus",
275 | "white wolf, Arctic wolf, Canis lupus tundrarum",
276 | "red wolf, maned wolf, Canis rufus, Canis niger",
277 | "coyote, prairie wolf, brush wolf, Canis latrans",
278 | "dingo, warrigal, warragal, Canis dingo",
279 | "dhole, Cuon alpinus",
280 | "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus",
281 | "hyena, hyaena",
282 | "red fox, Vulpes vulpes",
283 | "kit fox, Vulpes macrotis",
284 | "Arctic fox, white fox, Alopex lagopus",
285 | "grey fox, gray fox, Urocyon cinereoargenteus",
286 | "tabby, tabby cat",
287 | "tiger cat",
288 | "Persian cat",
289 | "Siamese cat, Siamese",
290 | "Egyptian cat",
291 | "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor",
292 | "lynx, catamount",
293 | "leopard, Panthera pardus",
294 | "snow leopard, ounce, Panthera uncia",
295 | "jaguar, panther, Panthera onca, Felis onca",
296 | "lion, king of beasts, Panthera leo",
297 | "tiger, Panthera tigris",
298 | "cheetah, chetah, Acinonyx jubatus",
299 | "brown bear, bruin, Ursus arctos",
300 | "American black bear, black bear, Ursus americanus, Euarctos americanus",
301 | "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus",
302 | "sloth bear, Melursus ursinus, Ursus ursinus",
303 | "mongoose",
304 | "meerkat, mierkat",
305 | "tiger beetle",
306 | "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle",
307 | "ground beetle, carabid beetle",
308 | "long-horned beetle, longicorn, longicorn beetle",
309 | "leaf beetle, chrysomelid",
310 | "dung beetle",
311 | "rhinoceros beetle",
312 | "weevil",
313 | "fly",
314 | "bee",
315 | "ant, emmet, pismire",
316 | "grasshopper, hopper",
317 | "cricket",
318 | "walking stick, walkingstick, stick insect",
319 | "cockroach, roach",
320 | "mantis, mantid",
321 | "cicada, cicala",
322 | "leafhopper",
323 | "lacewing, lacewing fly",
324 | "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk",
325 | "damselfly",
326 | "admiral",
327 | "ringlet, ringlet butterfly",
328 | "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus",
329 | "cabbage butterfly",
330 | "sulphur butterfly, sulfur butterfly",
331 | "lycaenid, lycaenid butterfly",
332 | "starfish, sea star",
333 | "sea urchin",
334 | "sea cucumber, holothurian",
335 | "wood rabbit, cottontail, cottontail rabbit",
336 | "hare",
337 | "Angora, Angora rabbit",
338 | "hamster",
339 | "porcupine, hedgehog",
340 | "fox squirrel, eastern fox squirrel, Sciurus niger",
341 | "marmot",
342 | "beaver",
343 | "guinea pig, Cavia cobaya",
344 | "sorrel",
345 | "zebra",
346 | "hog, pig, grunter, squealer, Sus scrofa",
347 | "wild boar, boar, Sus scrofa",
348 | "warthog",
349 | "hippopotamus, hippo, river horse, Hippopotamus amphibius",
350 | "ox",
351 | "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis",
352 | "bison",
353 | "ram, tup",
354 | "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis",
355 | "ibex, Capra ibex",
356 | "hartebeest",
357 | "impala, Aepyceros melampus",
358 | "gazelle",
359 | "Arabian camel, dromedary, Camelus dromedarius",
360 | "llama",
361 | "weasel",
362 | "mink",
363 | "polecat, fitch, foulmart, foumart, Mustela putorius",
364 | "black-footed ferret, ferret, Mustela nigripes",
365 | "otter",
366 | "skunk, polecat, wood pussy",
367 | "badger",
368 | "armadillo",
369 | "three-toed sloth, ai, Bradypus tridactylus",
370 | "orangutan, orang, orangutang, Pongo pygmaeus",
371 | "gorilla, Gorilla gorilla",
372 | "chimpanzee, chimp, Pan troglodytes",
373 | "gibbon, Hylobates lar",
374 | "siamang, Hylobates syndactylus, Symphalangus syndactylus",
375 | "guenon, guenon monkey",
376 | "patas, hussar monkey, Erythrocebus patas",
377 | "baboon",
378 | "macaque",
379 | "langur",
380 | "colobus, colobus monkey",
381 | "proboscis monkey, Nasalis larvatus",
382 | "marmoset",
383 | "capuchin, ringtail, Cebus capucinus",
384 | "howler monkey, howler",
385 | "titi, titi monkey",
386 | "spider monkey, Ateles geoffroyi",
387 | "squirrel monkey, Saimiri sciureus",
388 | "Madagascar cat, ring-tailed lemur, Lemur catta",
389 | "indri, indris, Indri indri, Indri brevicaudatus",
390 | "Indian elephant, Elephas maximus",
391 | "African elephant, Loxodonta africana",
392 | "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens",
393 | "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca",
394 | "barracouta, snoek",
395 | "eel",
396 | "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch",
397 | "rock beauty, Holocanthus tricolor",
398 | "anemone fish",
399 | "sturgeon",
400 | "gar, garfish, garpike, billfish, Lepisosteus osseus",
401 | "lionfish",
402 | "puffer, pufferfish, blowfish, globefish",
403 | "abacus",
404 | "abaya",
405 | "academic gown, academic robe, judge's robe",
406 | "accordion, piano accordion, squeeze box",
407 | "acoustic guitar",
408 | "aircraft carrier, carrier, flattop, attack aircraft carrier",
409 | "airliner",
410 | "airship, dirigible",
411 | "altar",
412 | "ambulance",
413 | "amphibian, amphibious vehicle",
414 | "analog clock",
415 | "apiary, bee house",
416 | "apron",
417 | "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin",
418 | "assault rifle, assault gun",
419 | "backpack, back pack, knapsack, packsack, rucksack, haversack",
420 | "bakery, bakeshop, bakehouse",
421 | "balance beam, beam",
422 | "balloon",
423 | "ballpoint, ballpoint pen, ballpen, Biro",
424 | "Band Aid",
425 | "banjo",
426 | "bannister, banister, balustrade, balusters, handrail",
427 | "barbell",
428 | "barber chair",
429 | "barbershop",
430 | "barn",
431 | "barometer",
432 | "barrel, cask",
433 | "barrow, garden cart, lawn cart, wheelbarrow",
434 | "baseball",
435 | "basketball",
436 | "bassinet",
437 | "bassoon",
438 | "bathing cap, swimming cap",
439 | "bath towel",
440 | "bathtub, bathing tub, bath, tub",
441 | "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon",
442 | "beacon, lighthouse, beacon light, pharos",
443 | "beaker",
444 | "bearskin, busby, shako",
445 | "beer bottle",
446 | "beer glass",
447 | "bell cote, bell cot",
448 | "bib",
449 | "bicycle-built-for-two, tandem bicycle, tandem",
450 | "bikini, two-piece",
451 | "binder, ring-binder",
452 | "binoculars, field glasses, opera glasses",
453 | "birdhouse",
454 | "boathouse",
455 | "bobsled, bobsleigh, bob",
456 | "bolo tie, bolo, bola tie, bola",
457 | "bonnet, poke bonnet",
458 | "bookcase",
459 | "bookshop, bookstore, bookstall",
460 | "bottlecap",
461 | "bow",
462 | "bow tie, bow-tie, bowtie",
463 | "brass, memorial tablet, plaque",
464 | "brassiere, bra, bandeau",
465 | "breakwater, groin, groyne, mole, bulwark, seawall, jetty",
466 | "breastplate, aegis, egis",
467 | "broom",
468 | "bucket, pail",
469 | "buckle",
470 | "bulletproof vest",
471 | "bullet train, bullet",
472 | "butcher shop, meat market",
473 | "cab, hack, taxi, taxicab",
474 | "caldron, cauldron",
475 | "candle, taper, wax light",
476 | "cannon",
477 | "canoe",
478 | "can opener, tin opener",
479 | "cardigan",
480 | "car mirror",
481 | "carousel, carrousel, merry-go-round, roundabout, whirligig",
482 | "carpenter's kit, tool kit",
483 | "carton",
484 | "car wheel",
485 | "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM",
486 | "cassette",
487 | "cassette player",
488 | "castle",
489 | "catamaran",
490 | "CD player",
491 | "cello, violoncello",
492 | "cellular telephone, cellular phone, cellphone, cell, mobile phone",
493 | "chain",
494 | "chainlink fence",
495 | "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour",
496 | "chain saw, chainsaw",
497 | "chest",
498 | "chiffonier, commode",
499 | "chime, bell, gong",
500 | "china cabinet, china closet",
501 | "Christmas stocking",
502 | "church, church building",
503 | "cinema, movie theater, movie theatre, movie house, picture palace",
504 | "cleaver, meat cleaver, chopper",
505 | "cliff dwelling",
506 | "cloak",
507 | "clog, geta, patten, sabot",
508 | "cocktail shaker",
509 | "coffee mug",
510 | "coffeepot",
511 | "coil, spiral, volute, whorl, helix",
512 | "combination lock",
513 | "computer keyboard, keypad",
514 | "confectionery, confectionary, candy store",
515 | "container ship, containership, container vessel",
516 | "convertible",
517 | "corkscrew, bottle screw",
518 | "cornet, horn, trumpet, trump",
519 | "cowboy boot",
520 | "cowboy hat, ten-gallon hat",
521 | "cradle",
522 | "crane",
523 | "crash helmet",
524 | "crate",
525 | "crib, cot",
526 | "Crock Pot",
527 | "croquet ball",
528 | "crutch",
529 | "cuirass",
530 | "dam, dike, dyke",
531 | "desk",
532 | "desktop computer",
533 | "dial telephone, dial phone",
534 | "diaper, nappy, napkin",
535 | "digital clock",
536 | "digital watch",
537 | "dining table, board",
538 | "dishrag, dishcloth",
539 | "dishwasher, dish washer, dishwashing machine",
540 | "disk brake, disc brake",
541 | "dock, dockage, docking facility",
542 | "dogsled, dog sled, dog sleigh",
543 | "dome",
544 | "doormat, welcome mat",
545 | "drilling platform, offshore rig",
546 | "drum, membranophone, tympan",
547 | "drumstick",
548 | "dumbbell",
549 | "Dutch oven",
550 | "electric fan, blower",
551 | "electric guitar",
552 | "electric locomotive",
553 | "entertainment center",
554 | "envelope",
555 | "espresso maker",
556 | "face powder",
557 | "feather boa, boa",
558 | "file, file cabinet, filing cabinet",
559 | "fireboat",
560 | "fire engine, fire truck",
561 | "fire screen, fireguard",
562 | "flagpole, flagstaff",
563 | "flute, transverse flute",
564 | "folding chair",
565 | "football helmet",
566 | "forklift",
567 | "fountain",
568 | "fountain pen",
569 | "four-poster",
570 | "freight car",
571 | "French horn, horn",
572 | "frying pan, frypan, skillet",
573 | "fur coat",
574 | "garbage truck, dustcart",
575 | "gasmask, respirator, gas helmet",
576 | "gas pump, gasoline pump, petrol pump, island dispenser",
577 | "goblet",
578 | "go-kart",
579 | "golf ball",
580 | "golfcart, golf cart",
581 | "gondola",
582 | "gong, tam-tam",
583 | "gown",
584 | "grand piano, grand",
585 | "greenhouse, nursery, glasshouse",
586 | "grille, radiator grille",
587 | "grocery store, grocery, food market, market",
588 | "guillotine",
589 | "hair slide",
590 | "hair spray",
591 | "half track",
592 | "hammer",
593 | "hamper",
594 | "hand blower, blow dryer, blow drier, hair dryer, hair drier",
595 | "hand-held computer, hand-held microcomputer",
596 | "handkerchief, hankie, hanky, hankey",
597 | "hard disc, hard disk, fixed disk",
598 | "harmonica, mouth organ, harp, mouth harp",
599 | "harp",
600 | "harvester, reaper",
601 | "hatchet",
602 | "holster",
603 | "home theater, home theatre",
604 | "honeycomb",
605 | "hook, claw",
606 | "hoopskirt, crinoline",
607 | "horizontal bar, high bar",
608 | "horse cart, horse-cart",
609 | "hourglass",
610 | "iPod",
611 | "iron, smoothing iron",
612 | "jack-o'-lantern",
613 | "jean, blue jean, denim",
614 | "jeep, landrover",
615 | "jersey, T-shirt, tee shirt",
616 | "jigsaw puzzle",
617 | "jinrikisha, ricksha, rickshaw",
618 | "joystick",
619 | "kimono",
620 | "knee pad",
621 | "knot",
622 | "lab coat, laboratory coat",
623 | "ladle",
624 | "lampshade, lamp shade",
625 | "laptop, laptop computer",
626 | "lawn mower, mower",
627 | "lens cap, lens cover",
628 | "letter opener, paper knife, paperknife",
629 | "library",
630 | "lifeboat",
631 | "lighter, light, igniter, ignitor",
632 | "limousine, limo",
633 | "liner, ocean liner",
634 | "lipstick, lip rouge",
635 | "Loafer",
636 | "lotion",
637 | "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system",
638 | "loupe, jeweler's loupe",
639 | "lumbermill, sawmill",
640 | "magnetic compass",
641 | "mailbag, postbag",
642 | "mailbox, letter box",
643 | "maillot",
644 | "maillot, tank suit",
645 | "manhole cover",
646 | "maraca",
647 | "marimba, xylophone",
648 | "mask",
649 | "matchstick",
650 | "maypole",
651 | "maze, labyrinth",
652 | "measuring cup",
653 | "medicine chest, medicine cabinet",
654 | "megalith, megalithic structure",
655 | "microphone, mike",
656 | "microwave, microwave oven",
657 | "military uniform",
658 | "milk can",
659 | "minibus",
660 | "miniskirt, mini",
661 | "minivan",
662 | "missile",
663 | "mitten",
664 | "mixing bowl",
665 | "mobile home, manufactured home",
666 | "Model T",
667 | "modem",
668 | "monastery",
669 | "monitor",
670 | "moped",
671 | "mortar",
672 | "mortarboard",
673 | "mosque",
674 | "mosquito net",
675 | "motor scooter, scooter",
676 | "mountain bike, all-terrain bike, off-roader",
677 | "mountain tent",
678 | "mouse, computer mouse",
679 | "mousetrap",
680 | "moving van",
681 | "muzzle",
682 | "nail",
683 | "neck brace",
684 | "necklace",
685 | "nipple",
686 | "notebook, notebook computer",
687 | "obelisk",
688 | "oboe, hautboy, hautbois",
689 | "ocarina, sweet potato",
690 | "odometer, hodometer, mileometer, milometer",
691 | "oil filter",
692 | "organ, pipe organ",
693 | "oscilloscope, scope, cathode-ray oscilloscope, CRO",
694 | "overskirt",
695 | "oxcart",
696 | "oxygen mask",
697 | "packet",
698 | "paddle, boat paddle",
699 | "paddlewheel, paddle wheel",
700 | "padlock",
701 | "paintbrush",
702 | "pajama, pyjama, pj's, jammies",
703 | "palace",
704 | "panpipe, pandean pipe, syrinx",
705 | "paper towel",
706 | "parachute, chute",
707 | "parallel bars, bars",
708 | "park bench",
709 | "parking meter",
710 | "passenger car, coach, carriage",
711 | "patio, terrace",
712 | "pay-phone, pay-station",
713 | "pedestal, plinth, footstall",
714 | "pencil box, pencil case",
715 | "pencil sharpener",
716 | "perfume, essence",
717 | "Petri dish",
718 | "photocopier",
719 | "pick, plectrum, plectron",
720 | "pickelhaube",
721 | "picket fence, paling",
722 | "pickup, pickup truck",
723 | "pier",
724 | "piggy bank, penny bank",
725 | "pill bottle",
726 | "pillow",
727 | "ping-pong ball",
728 | "pinwheel",
729 | "pirate, pirate ship",
730 | "pitcher, ewer",
731 | "plane, carpenter's plane, woodworking plane",
732 | "planetarium",
733 | "plastic bag",
734 | "plate rack",
735 | "plow, plough",
736 | "plunger, plumber's helper",
737 | "Polaroid camera, Polaroid Land camera",
738 | "pole",
739 | "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria",
740 | "poncho",
741 | "pool table, billiard table, snooker table",
742 | "pop bottle, soda bottle",
743 | "pot, flowerpot",
744 | "potter's wheel",
745 | "power drill",
746 | "prayer rug, prayer mat",
747 | "printer",
748 | "prison, prison house",
749 | "projectile, missile",
750 | "projector",
751 | "puck, hockey puck",
752 | "punching bag, punch bag, punching ball, punchball",
753 | "purse",
754 | "quill, quill pen",
755 | "quilt, comforter, comfort, puff",
756 | "racer, race car, racing car",
757 | "racket, racquet",
758 | "radiator",
759 | "radio, wireless",
760 | "radio telescope, radio reflector",
761 | "rain barrel",
762 | "recreational vehicle, RV, R.V.",
763 | "reel",
764 | "reflex camera",
765 | "refrigerator, icebox",
766 | "remote control, remote",
767 | "restaurant, eating house, eating place, eatery",
768 | "revolver, six-gun, six-shooter",
769 | "rifle",
770 | "rocking chair, rocker",
771 | "rotisserie",
772 | "rubber eraser, rubber, pencil eraser",
773 | "rugby ball",
774 | "rule, ruler",
775 | "running shoe",
776 | "safe",
777 | "safety pin",
778 | "saltshaker, salt shaker",
779 | "sandal",
780 | "sarong",
781 | "sax, saxophone",
782 | "scabbard",
783 | "scale, weighing machine",
784 | "school bus",
785 | "schooner",
786 | "scoreboard",
787 | "screen, CRT screen",
788 | "screw",
789 | "screwdriver",
790 | "seat belt, seatbelt",
791 | "sewing machine",
792 | "shield, buckler",
793 | "shoe shop, shoe-shop, shoe store",
794 | "shoji",
795 | "shopping basket",
796 | "shopping cart",
797 | "shovel",
798 | "shower cap",
799 | "shower curtain",
800 | "ski",
801 | "ski mask",
802 | "sleeping bag",
803 | "slide rule, slipstick",
804 | "sliding door",
805 | "slot, one-armed bandit",
806 | "snorkel",
807 | "snowmobile",
808 | "snowplow, snowplough",
809 | "soap dispenser",
810 | "soccer ball",
811 | "sock",
812 | "solar dish, solar collector, solar furnace",
813 | "sombrero",
814 | "soup bowl",
815 | "space bar",
816 | "space heater",
817 | "space shuttle",
818 | "spatula",
819 | "speedboat",
820 | "spider web, spider's web",
821 | "spindle",
822 | "sports car, sport car",
823 | "spotlight, spot",
824 | "stage",
825 | "steam locomotive",
826 | "steel arch bridge",
827 | "steel drum",
828 | "stethoscope",
829 | "stole",
830 | "stone wall",
831 | "stopwatch, stop watch",
832 | "stove",
833 | "strainer",
834 | "streetcar, tram, tramcar, trolley, trolley car",
835 | "stretcher",
836 | "studio couch, day bed",
837 | "stupa, tope",
838 | "submarine, pigboat, sub, U-boat",
839 | "suit, suit of clothes",
840 | "sundial",
841 | "sunglass",
842 | "sunglasses, dark glasses, shades",
843 | "sunscreen, sunblock, sun blocker",
844 | "suspension bridge",
845 | "swab, swob, mop",
846 | "sweatshirt",
847 | "swimming trunks, bathing trunks",
848 | "swing",
849 | "switch, electric switch, electrical switch",
850 | "syringe",
851 | "table lamp",
852 | "tank, army tank, armored combat vehicle, armoured combat vehicle",
853 | "tape player",
854 | "teapot",
855 | "teddy, teddy bear",
856 | "television, television system",
857 | "tennis ball",
858 | "thatch, thatched roof",
859 | "theater curtain, theatre curtain",
860 | "thimble",
861 | "thresher, thrasher, threshing machine",
862 | "throne",
863 | "tile roof",
864 | "toaster",
865 | "tobacco shop, tobacconist shop, tobacconist",
866 | "toilet seat",
867 | "torch",
868 | "totem pole",
869 | "tow truck, tow car, wrecker",
870 | "toyshop",
871 | "tractor",
872 | "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi",
873 | "tray",
874 | "trench coat",
875 | "tricycle, trike, velocipede",
876 | "trimaran",
877 | "tripod",
878 | "triumphal arch",
879 | "trolleybus, trolley coach, trackless trolley",
880 | "trombone",
881 | "tub, vat",
882 | "turnstile",
883 | "typewriter keyboard",
884 | "umbrella",
885 | "unicycle, monocycle",
886 | "upright, upright piano",
887 | "vacuum, vacuum cleaner",
888 | "vase",
889 | "vault",
890 | "velvet",
891 | "vending machine",
892 | "vestment",
893 | "viaduct",
894 | "violin, fiddle",
895 | "volleyball",
896 | "waffle iron",
897 | "wall clock",
898 | "wallet, billfold, notecase, pocketbook",
899 | "wardrobe, closet, press",
900 | "warplane, military plane",
901 | "washbasin, handbasin, washbowl, lavabo, wash-hand basin",
902 | "washer, automatic washer, washing machine",
903 | "water bottle",
904 | "water jug",
905 | "water tower",
906 | "whiskey jug",
907 | "whistle",
908 | "wig",
909 | "window screen",
910 | "window shade",
911 | "Windsor tie",
912 | "wine bottle",
913 | "wing",
914 | "wok",
915 | "wooden spoon",
916 | "wool, woolen, woollen",
917 | "worm fence, snake fence, snake-rail fence, Virginia fence",
918 | "wreck",
919 | "yawl",
920 | "yurt",
921 | "web site, website, internet site, site",
922 | "comic book",
923 | "crossword puzzle, crossword",
924 | "street sign",
925 | "traffic light, traffic signal, stoplight",
926 | "book jacket, dust cover, dust jacket, dust wrapper",
927 | "menu",
928 | "plate",
929 | "guacamole",
930 | "consomme",
931 | "hot pot, hotpot",
932 | "trifle",
933 | "ice cream, icecream",
934 | "ice lolly, lolly, lollipop, popsicle",
935 | "French loaf",
936 | "bagel, beigel",
937 | "pretzel",
938 | "cheeseburger",
939 | "hotdog, hot dog, red hot",
940 | "mashed potato",
941 | "head cabbage",
942 | "broccoli",
943 | "cauliflower",
944 | "zucchini, courgette",
945 | "spaghetti squash",
946 | "acorn squash",
947 | "butternut squash",
948 | "cucumber, cuke",
949 | "artichoke, globe artichoke",
950 | "bell pepper",
951 | "cardoon",
952 | "mushroom",
953 | "Granny Smith",
954 | "strawberry",
955 | "orange",
956 | "lemon",
957 | "fig",
958 | "pineapple, ananas",
959 | "banana",
960 | "jackfruit, jak, jack",
961 | "custard apple",
962 | "pomegranate",
963 | "hay",
964 | "carbonara",
965 | "chocolate sauce, chocolate syrup",
966 | "dough",
967 | "meat loaf, meatloaf",
968 | "pizza, pizza pie",
969 | "potpie",
970 | "burrito",
971 | "red wine",
972 | "espresso",
973 | "cup",
974 | "eggnog",
975 | "alp",
976 | "bubble",
977 | "cliff, drop, drop-off",
978 | "coral reef",
979 | "geyser",
980 | "lakeside, lakeshore",
981 | "promontory, headland, head, foreland",
982 | "sandbar, sand bar",
983 | "seashore, coast, seacoast, sea-coast",
984 | "valley, vale",
985 | "volcano",
986 | "ballplayer, baseball player",
987 | "groom, bridegroom",
988 | "scuba diver",
989 | "rapeseed",
990 | "daisy",
991 | "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum",
992 | "corn",
993 | "acorn",
994 | "hip, rose hip, rosehip",
995 | "buckeye, horse chestnut, conker",
996 | "coral fungus",
997 | "agaric",
998 | "gyromitra",
999 | "stinkhorn, carrion fungus",
1000 | "earthstar",
1001 | "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa",
1002 | "bolete",
1003 | "ear, spike, capitulum",
1004 | "toilet tissue, toilet paper, bathroom tissue"
1005 | };
1006 | }
1007 |
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/ObjectDetectorDemo/app/src/main/res/drawable-v24/ic_launcher_foreground.xml:
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