twarner commited on
Commit
bc377d2
·
verified ·
1 Parent(s): 56b17bf

Add files using upload-large-folder tool

Browse files
Files changed (50) hide show
  1. README.md +105 -0
  2. images/n02422106/sketch_0.JPEG +3 -0
  3. images/n03394916/sketch_1.JPEG +3 -0
  4. images/n03394916/sketch_10.JPEG +3 -0
  5. images/n03394916/sketch_11.JPEG +3 -0
  6. images/n03394916/sketch_12.JPEG +3 -0
  7. images/n03394916/sketch_13.JPEG +3 -0
  8. images/n03394916/sketch_15.JPEG +3 -0
  9. images/n03394916/sketch_16.JPEG +3 -0
  10. images/n03394916/sketch_17.JPEG +3 -0
  11. images/n03394916/sketch_18.JPEG +3 -0
  12. images/n03394916/sketch_19.JPEG +3 -0
  13. images/n03394916/sketch_20.JPEG +3 -0
  14. images/n03394916/sketch_21.JPEG +3 -0
  15. images/n03394916/sketch_22.JPEG +3 -0
  16. images/n03394916/sketch_23.JPEG +3 -0
  17. images/n03394916/sketch_24.JPEG +3 -0
  18. images/n03394916/sketch_25.JPEG +3 -0
  19. images/n03394916/sketch_26.JPEG +3 -0
  20. images/n03394916/sketch_27.JPEG +3 -0
  21. images/n03394916/sketch_28.JPEG +3 -0
  22. images/n03394916/sketch_29.JPEG +3 -0
  23. images/n03394916/sketch_3.JPEG +3 -0
  24. images/n03394916/sketch_30.JPEG +3 -0
  25. images/n03394916/sketch_31.JPEG +3 -0
  26. images/n03394916/sketch_32.JPEG +3 -0
  27. images/n03394916/sketch_33.JPEG +3 -0
  28. images/n03394916/sketch_34.JPEG +3 -0
  29. images/n03394916/sketch_35.JPEG +3 -0
  30. images/n03394916/sketch_36.JPEG +3 -0
  31. images/n03394916/sketch_37.JPEG +3 -0
  32. images/n03394916/sketch_38.JPEG +3 -0
  33. images/n03394916/sketch_39.JPEG +3 -0
  34. images/n03394916/sketch_4.JPEG +3 -0
  35. images/n03394916/sketch_40.JPEG +3 -0
  36. images/n03394916/sketch_41.JPEG +3 -0
  37. images/n03394916/sketch_42.JPEG +3 -0
  38. images/n03394916/sketch_43.JPEG +3 -0
  39. images/n03394916/sketch_44.JPEG +3 -0
  40. images/n03394916/sketch_45.JPEG +3 -0
  41. images/n03394916/sketch_46.JPEG +3 -0
  42. images/n03394916/sketch_47.JPEG +3 -0
  43. images/n03394916/sketch_49.JPEG +3 -0
  44. images/n03394916/sketch_5.JPEG +3 -0
  45. images/n03394916/sketch_50.JPEG +3 -0
  46. images/n03394916/sketch_6.JPEG +3 -0
  47. images/n03394916/sketch_7.JPEG +3 -0
  48. images/n03394916/sketch_8.JPEG +3 -0
  49. images/n03394916/sketch_9.JPEG +3 -0
  50. metadata.json +995 -0
README.md ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ task_categories:
4
+ - text-to-image
5
+ - image-to-text
6
+ language:
7
+ - en
8
+ tags:
9
+ - gcode
10
+ - cnc
11
+ - plotter
12
+ - polargraph
13
+ - line-art
14
+ - sketch
15
+ - stable-diffusion
16
+ size_categories:
17
+ - 100K<n<1M
18
+ ---
19
+
20
+ # dcode: ImageNet-Sketch to G-code Dataset
21
+
22
+ A dataset of **ImageNet-Sketch images paired with generated G-code** for training text-to-gcode diffusion models.
23
+
24
+ ## Overview
25
+
26
+ This dataset enables training models that convert text descriptions directly into G-code for CNC machines, plotters, and polargraph drawing robots.
27
+
28
+ | Feature | Value |
29
+ |---------|-------|
30
+ | Source Images | [ImageNet-Sketch](https://github.com/HaohanWang/ImageNet-Sketch) |
31
+ | Classes | 1,000 ImageNet categories |
32
+ | Images | ~50,000 black/white sketches |
33
+ | G-code Files | ~200,000 (4 algorithms × images) |
34
+ | Algorithms | spiral, crosshatch, squares, trace |
35
+
36
+ ## Structure
37
+
38
+ ```
39
+ images/
40
+ n01440764/ # ImageNet synset ID
41
+ ILSVRC2012_val_00000293.JPEG
42
+ ...
43
+ n01443537/
44
+ ...
45
+ gcode/
46
+ n01440764/
47
+ spiral/
48
+ ILSVRC2012_val_00000293_spiral_0.gcode
49
+ ILSVRC2012_val_00000293_spiral_1.gcode
50
+ crosshatch/
51
+ ...
52
+ squares/
53
+ ...
54
+ trace/
55
+ ...
56
+ ```
57
+
58
+ ## Algorithms
59
+
60
+ | Algorithm | Description |
61
+ |-----------|-------------|
62
+ | **spiral** | Concentric spiral from center, density varies with brightness |
63
+ | **crosshatch** | Multi-angle hatching lines at configurable angles |
64
+ | **squares** | Concentric squares sized by local brightness |
65
+ | **trace** | Binary edge detection with scan-line tracing |
66
+
67
+ ## Usage
68
+
69
+ ```python
70
+ from datasets import load_dataset
71
+
72
+ # Load the dataset
73
+ ds = load_dataset("twarner/dcode-imagenet-sketch")
74
+
75
+ # Access image and corresponding gcode
76
+ sample = ds["train"][0]
77
+ print(sample["image_path"])
78
+ print(sample["gcode_path"])
79
+ print(sample["caption"]) # "a sketch of a goldfish"
80
+ ```
81
+
82
+ ## Training
83
+
84
+ This dataset was used to train [dcode-sd-gcode-v3](https://huggingface.co/twarner/dcode-sd-gcode-v3), an end-to-end text-to-gcode diffusion model.
85
+
86
+ ## Project
87
+
88
+ Full project documentation, hardware build guide, and interactive demo:
89
+
90
+ **🔗 [teddywarner.org/Projects/Polargraph/#dcode](https://teddywarner.org/Projects/Polargraph/#dcode)**
91
+
92
+ ## Citation
93
+
94
+ ```bibtex
95
+ @misc{dcode2024,
96
+ author = {Teddy Warner},
97
+ title = {dcode: Text-to-Gcode Diffusion Model},
98
+ year = {2024},
99
+ url = {https://teddywarner.org/Projects/Polargraph/#dcode}
100
+ }
101
+ ```
102
+
103
+ ## License
104
+
105
+ MIT License
images/n02422106/sketch_0.JPEG ADDED

Git LFS Details

  • SHA256: 1e1e764ae86b1277c98b502bc2f0f08cb7d6c524a00b94e6a461be209f157b54
  • Pointer size: 131 Bytes
  • Size of remote file: 138 kB
images/n03394916/sketch_1.JPEG ADDED

Git LFS Details

  • SHA256: 274fd26a7aff9297084c43e1df5ac9a93730813da189677a61117fa3fad6c95e
  • Pointer size: 130 Bytes
  • Size of remote file: 38.1 kB
images/n03394916/sketch_10.JPEG ADDED

Git LFS Details

  • SHA256: 2bee18391fe6d704c79637687d16fad496c573bfcc7acbee9cd6d9c1981f3690
  • Pointer size: 130 Bytes
  • Size of remote file: 99.3 kB
images/n03394916/sketch_11.JPEG ADDED

Git LFS Details

  • SHA256: dc70f98235032e2e130dcc6126d938bd6cfd30b0a329825e63b169e69b934572
  • Pointer size: 130 Bytes
  • Size of remote file: 42.9 kB
images/n03394916/sketch_12.JPEG ADDED

Git LFS Details

  • SHA256: d3c128b61031bc7c9380a2b11644146a52d3f4b7e1a10da0c265d3acf3d187f6
  • Pointer size: 131 Bytes
  • Size of remote file: 144 kB
images/n03394916/sketch_13.JPEG ADDED

Git LFS Details

  • SHA256: 3d0e20d813f0a4dfba65e2e1e756663e0dd816aba94e8e96bdfc75e4dd604e3d
  • Pointer size: 131 Bytes
  • Size of remote file: 271 kB
images/n03394916/sketch_15.JPEG ADDED

Git LFS Details

  • SHA256: 3280a4098e8d1fba747124883f2021bc6138ac1be8c0f2f382ed645b989f8162
  • Pointer size: 131 Bytes
  • Size of remote file: 197 kB
images/n03394916/sketch_16.JPEG ADDED

Git LFS Details

  • SHA256: 2b0e435f5e4fe94d4adecd1f5997d8f32400032d2f6a40b1b4aa522ec1ec74bd
  • Pointer size: 130 Bytes
  • Size of remote file: 52.7 kB
images/n03394916/sketch_17.JPEG ADDED

Git LFS Details

  • SHA256: 0589585b6c5ef4a208957320525f772eda32e2ae098664284dc32e26a13f7e17
  • Pointer size: 130 Bytes
  • Size of remote file: 34.4 kB
images/n03394916/sketch_18.JPEG ADDED

Git LFS Details

  • SHA256: 4b85f5f7a9cbb18681dc4f636da207777f9bf24715452cec3d3cd811507ea545
  • Pointer size: 131 Bytes
  • Size of remote file: 126 kB
images/n03394916/sketch_19.JPEG ADDED

Git LFS Details

  • SHA256: c7f655b9e1f5e3af72f6add07202441dee7da38c40c01b8ecb6910a97be2b4be
  • Pointer size: 130 Bytes
  • Size of remote file: 43.2 kB
images/n03394916/sketch_20.JPEG ADDED

Git LFS Details

  • SHA256: a8da4ca3fb681fd5ea756afd55fee06325e170aa64e5f686c372951789e45a9e
  • Pointer size: 130 Bytes
  • Size of remote file: 72.5 kB
images/n03394916/sketch_21.JPEG ADDED

Git LFS Details

  • SHA256: e347fb8697081e6ee602b1dd66a32f0a061fddeec658934281e2bd83ec50b1f1
  • Pointer size: 130 Bytes
  • Size of remote file: 68.3 kB
images/n03394916/sketch_22.JPEG ADDED

Git LFS Details

  • SHA256: 16aeb551d6cbc2ebe98511d5ce215012faa3ff96830d545755531d6804d02ec7
  • Pointer size: 130 Bytes
  • Size of remote file: 51.4 kB
images/n03394916/sketch_23.JPEG ADDED

Git LFS Details

  • SHA256: e94ce5ac19b6f45d5344ce42622e91cd71d5027d2a981a433551e7f0db83f2ca
  • Pointer size: 130 Bytes
  • Size of remote file: 48.6 kB
images/n03394916/sketch_24.JPEG ADDED

Git LFS Details

  • SHA256: 445854d44c483d3f3845a5c9a10c4e5c318d4d3d09656add81a979974ca45877
  • Pointer size: 130 Bytes
  • Size of remote file: 88.8 kB
images/n03394916/sketch_25.JPEG ADDED

Git LFS Details

  • SHA256: 8e74390b85896f129c95816f265ad2ac95bc5d3ff45c40406b3e5996d4cc8128
  • Pointer size: 130 Bytes
  • Size of remote file: 55 kB
images/n03394916/sketch_26.JPEG ADDED

Git LFS Details

  • SHA256: d30edf15279fa39b2cc48c8a5ee42fe113da12ac96abf569c5af4c500b18d77b
  • Pointer size: 130 Bytes
  • Size of remote file: 62.9 kB
images/n03394916/sketch_27.JPEG ADDED

Git LFS Details

  • SHA256: d9418e99f9e08b36b435e869504407e80a35a7f459c8d6d352bcaa52d9ef4671
  • Pointer size: 131 Bytes
  • Size of remote file: 378 kB
images/n03394916/sketch_28.JPEG ADDED

Git LFS Details

  • SHA256: e6880a954fd36a2e543d4038b52070cee28907690857f94b9b956a61eec99ca5
  • Pointer size: 130 Bytes
  • Size of remote file: 56.7 kB
images/n03394916/sketch_29.JPEG ADDED

Git LFS Details

  • SHA256: 2deb90fe692abb2f91762aaf5e79221582643a243ae934122ae702596db6d633
  • Pointer size: 130 Bytes
  • Size of remote file: 72 kB
images/n03394916/sketch_3.JPEG ADDED

Git LFS Details

  • SHA256: 5714ffc1362cbc93aca0fab0263fb449f3b6752254c41194362ae3ab67223594
  • Pointer size: 131 Bytes
  • Size of remote file: 284 kB
images/n03394916/sketch_30.JPEG ADDED

Git LFS Details

  • SHA256: 2a53f99f61f1a9b175b0aa7d012102afac3f367a23cd668150b2ec2bbf2b24c0
  • Pointer size: 130 Bytes
  • Size of remote file: 99 kB
images/n03394916/sketch_31.JPEG ADDED

Git LFS Details

  • SHA256: 2791bea73255a431f2ab82d2bf0a5496b52380224fbede9578de204fa8af2cac
  • Pointer size: 130 Bytes
  • Size of remote file: 54.4 kB
images/n03394916/sketch_32.JPEG ADDED

Git LFS Details

  • SHA256: 774d42e8c4fedc62eb5228499c10f81de90075d70cf16492f21cb44128c058b3
  • Pointer size: 130 Bytes
  • Size of remote file: 38.4 kB
images/n03394916/sketch_33.JPEG ADDED

Git LFS Details

  • SHA256: 9c286343e44e6f85df032810c441baa560fbc18ddf40ba03e12beb6b7715687b
  • Pointer size: 130 Bytes
  • Size of remote file: 33.4 kB
images/n03394916/sketch_34.JPEG ADDED

Git LFS Details

  • SHA256: 5f20380557f6a467680addb5dae5bdd6fc78961a0fdc1fbb08943d6935b6ba48
  • Pointer size: 130 Bytes
  • Size of remote file: 34.7 kB
images/n03394916/sketch_35.JPEG ADDED

Git LFS Details

  • SHA256: c024a885632eac2b9851eede3f0a88359a08d757af5c14ad7063c9917c258f69
  • Pointer size: 131 Bytes
  • Size of remote file: 302 kB
images/n03394916/sketch_36.JPEG ADDED

Git LFS Details

  • SHA256: af34d07503658bbb2d90ee0d473b387783a313864cb1469b920dd0d3c9f3d200
  • Pointer size: 130 Bytes
  • Size of remote file: 33.2 kB
images/n03394916/sketch_37.JPEG ADDED

Git LFS Details

  • SHA256: 6ac2aecbc840910206d11dcd95bcf7dc3e980036277616f40172f2fa9046bdc3
  • Pointer size: 130 Bytes
  • Size of remote file: 59.6 kB
images/n03394916/sketch_38.JPEG ADDED

Git LFS Details

  • SHA256: 74eec0f6117e34d169bbaab7cfb07ad182464ba5503aaa142499fb398284b23a
  • Pointer size: 130 Bytes
  • Size of remote file: 37.3 kB
images/n03394916/sketch_39.JPEG ADDED

Git LFS Details

  • SHA256: 86ee33959f75d88c46d552979a9cfd73ead8b66b92ab990d7a758659bbbd457c
  • Pointer size: 130 Bytes
  • Size of remote file: 49.1 kB
images/n03394916/sketch_4.JPEG ADDED

Git LFS Details

  • SHA256: 06da01b238c43f0601884643dd47656c8bf4d1d93f96785fbf2c4c8961a2503e
  • Pointer size: 130 Bytes
  • Size of remote file: 56.9 kB
images/n03394916/sketch_40.JPEG ADDED

Git LFS Details

  • SHA256: 536f6cb410262c5ea77d99fcc36f4f2a0b4d6d95f71a051cb01865a23c501a1a
  • Pointer size: 131 Bytes
  • Size of remote file: 245 kB
images/n03394916/sketch_41.JPEG ADDED

Git LFS Details

  • SHA256: dd4cf64aec443c7d132ffd4bc6b8bbbe0d0da166fa300ddcb36b915103de4ee9
  • Pointer size: 131 Bytes
  • Size of remote file: 259 kB
images/n03394916/sketch_42.JPEG ADDED

Git LFS Details

  • SHA256: 504f14f1c806ab3d3bfdaaff2b1a2947e701eff6e3898be4db13f9c7c8a47310
  • Pointer size: 130 Bytes
  • Size of remote file: 60.6 kB
images/n03394916/sketch_43.JPEG ADDED

Git LFS Details

  • SHA256: 7ab9d64b6569120062b061034bfcdbcd7126965d5936f22dd452d7dfeaa4cbca
  • Pointer size: 130 Bytes
  • Size of remote file: 60.3 kB
images/n03394916/sketch_44.JPEG ADDED

Git LFS Details

  • SHA256: 1d9f6fee47c5745f9c7c7c5370a25f1b17857c0b244c16861a3eced115fed6e7
  • Pointer size: 131 Bytes
  • Size of remote file: 126 kB
images/n03394916/sketch_45.JPEG ADDED

Git LFS Details

  • SHA256: 1ea4036049d2c662ef8a1aa2f619f92d565410955f1bd0c317f3e58f291fe1d6
  • Pointer size: 130 Bytes
  • Size of remote file: 31.8 kB
images/n03394916/sketch_46.JPEG ADDED

Git LFS Details

  • SHA256: dbccd168e8173128aa2f8c55d580aea4d250a48c30ef4a8d7f2e7728c1918e93
  • Pointer size: 131 Bytes
  • Size of remote file: 217 kB
images/n03394916/sketch_47.JPEG ADDED

Git LFS Details

  • SHA256: c16c6c9a0591cf65001632468efc1c63707d78ccdd5010f9a08b559ac246997d
  • Pointer size: 130 Bytes
  • Size of remote file: 38.5 kB
images/n03394916/sketch_49.JPEG ADDED

Git LFS Details

  • SHA256: 49ab694130f30cf988fb1d1a7f75595729dcc10400959eba47ece5f3a2802011
  • Pointer size: 131 Bytes
  • Size of remote file: 308 kB
images/n03394916/sketch_5.JPEG ADDED

Git LFS Details

  • SHA256: 281ce29a69da1b4a603ed5ed3e0a392d27296b7bad61b21c6f61042fcf04a84a
  • Pointer size: 131 Bytes
  • Size of remote file: 174 kB
images/n03394916/sketch_50.JPEG ADDED

Git LFS Details

  • SHA256: 6d26a104bc164d6fbae0f06e88c03b53e5defaffbefa98afc6184a9570fae9f3
  • Pointer size: 130 Bytes
  • Size of remote file: 57 kB
images/n03394916/sketch_6.JPEG ADDED

Git LFS Details

  • SHA256: 3166b038ae558b55b9a7c6c8c5337a8ee6cf89365596b330a0c4abcd3982b0e7
  • Pointer size: 130 Bytes
  • Size of remote file: 31 kB
images/n03394916/sketch_7.JPEG ADDED

Git LFS Details

  • SHA256: 2f5f35644a40f94e6f4de4d9afede67f3217f80d629d371eba030005d5068a66
  • Pointer size: 130 Bytes
  • Size of remote file: 15.9 kB
images/n03394916/sketch_8.JPEG ADDED

Git LFS Details

  • SHA256: b16e333939c77a74da2aefe59934c6a0cea7f33f270a14afaf784558285e04cd
  • Pointer size: 131 Bytes
  • Size of remote file: 177 kB
images/n03394916/sketch_9.JPEG ADDED

Git LFS Details

  • SHA256: 5a31712532fee95a2d5ec8de58b4e29ed0e96e61ad04a02164ca9b7375c5a87a
  • Pointer size: 130 Bytes
  • Size of remote file: 99.3 kB
metadata.json ADDED
@@ -0,0 +1,995 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "synsets": {
3
+ "n04606251": "wreck",
4
+ "n03930313": "picket fence",
5
+ "n04591157": "Windsor tie",
6
+ "n02948072": "candle",
7
+ "n04069434": "reflex camera",
8
+ "n04335435": "streetcar",
9
+ "n02480855": "gorilla",
10
+ "n02115913": "dhole",
11
+ "n02422106": "hartebeest",
12
+ "n03394916": "freight car",
13
+ "n03187595": "desktop computer",
14
+ "n03041632": "cleaver",
15
+ "n03733131": "maypole",
16
+ "n02086646": "Blenheim spaniel",
17
+ "n04409515": "tennis ball",
18
+ "n01828970": "jacamar",
19
+ "n03127925": "crate",
20
+ "n02105251": "briard",
21
+ "n02172182": "dung beetle",
22
+ "n02110806": "basenji",
23
+ "n02782093": "balloon",
24
+ "n02092339": "Weimaraner",
25
+ "n03478589": "hair spray",
26
+ "n02444819": "otter",
27
+ "n02992529": "cellphone",
28
+ "n02094114": "Norfolk terrier",
29
+ "n02869837": "bonnet hat",
30
+ "n02098413": "Lhasa apso",
31
+ "n03930630": "pickup truck",
32
+ "n02096437": "Dandie Dinmont terrier",
33
+ "n02415577": "bighorn sheep",
34
+ "n03899768": "patio",
35
+ "n04044716": "radio telescope",
36
+ "n04243546": "slot machine",
37
+ "n03124043": "cowboy boot",
38
+ "n03710637": "mailbox",
39
+ "n03676483": "liner ship",
40
+ "n03535780": "hoopskirt",
41
+ "n03388183": "fountain",
42
+ "n03950228": "pitcher",
43
+ "n02979186": "cassette player",
44
+ "n01622779": "great grey owl",
45
+ "n07742313": "Granny Smith apple",
46
+ "n03530642": "home theater",
47
+ "n03393912": "four-poster bed",
48
+ "n07697313": "cheeseburger",
49
+ "n03673027": "limousine",
50
+ "n01955084": "rock crab",
51
+ "n03804744": "nail",
52
+ "n03947888": "pirate ship",
53
+ "n02441942": "weasel",
54
+ "n04560804": "water jug",
55
+ "n07565083": "menu",
56
+ "n04392985": "tape player",
57
+ "n02835271": "bicycle",
58
+ "n02051845": "grey whale",
59
+ "n03998194": "prayer rug",
60
+ "n03425413": "gasmask",
61
+ "n02497673": "Madagascar cat",
62
+ "n02128757": "snow leopard",
63
+ "n02105162": "malinois",
64
+ "n02397096": "warthog",
65
+ "n01518878": "ostrich",
66
+ "n02799071": "baseball",
67
+ "n02056570": "killer whale",
68
+ "n01784675": "ruffed grouse",
69
+ "n01632458": "spotted salamander",
70
+ "n02536864": "coho salmon",
71
+ "n01978287": "king crab",
72
+ "n04099969": "rocking chair",
73
+ "n02111277": "Newfoundland dog",
74
+ "n03623198": "kimono",
75
+ "n03496892": "harp",
76
+ "n03124170": "cowboy hat",
77
+ "n03759954": "microphone",
78
+ "n02099712": "Labrador retriever",
79
+ "n02097658": "silky terrier",
80
+ "n02095314": "wire-haired fox terrier",
81
+ "n02091467": "Norwegian elkhound",
82
+ "n04467665": "trailer truck",
83
+ "n04081281": "restaurant",
84
+ "n07584110": "consomme soup",
85
+ "n01806143": "African grey parrot",
86
+ "n03627232": "knee pad",
87
+ "n03903868": "pedestal",
88
+ "n04435653": "tile roof",
89
+ "n04525038": "velvet",
90
+ "n03495258": "harmonica",
91
+ "n01968897": "fiddler crab",
92
+ "n02107312": "miniature pinscher",
93
+ "n03982430": "pool table",
94
+ "n04398044": "teapot",
95
+ "n02500267": "indri",
96
+ "n02167151": "ground beetle",
97
+ "n03047690": "clog shoe",
98
+ "n02484975": "guenon monkey",
99
+ "n03424325": "garbage truck",
100
+ "n01773157": "black widow spider",
101
+ "n02128925": "jaguar",
102
+ "n01440764": "tench",
103
+ "n04311004": "steel arch bridge",
104
+ "n07875152": "potpie",
105
+ "n02443114": "polecat",
106
+ "n02123394": "Persian cat",
107
+ "n03662601": "library",
108
+ "n03717622": "manhole cover",
109
+ "n03781244": "monastery",
110
+ "n04465501": "tractor",
111
+ "n02321529": "sea cucumber",
112
+ "n03443371": "gas pump",
113
+ "n01704323": "triceratops",
114
+ "n02129604": "tiger",
115
+ "n04486054": "triumphal arch",
116
+ "n04332243": "strainer",
117
+ "n03538406": "horizontal bar",
118
+ "n04399382": "teddy bear",
119
+ "n03498962": "harvester",
120
+ "n02264363": "lacewing",
121
+ "n03761084": "microwave",
122
+ "n04152593": "screen",
123
+ "n04162706": "seat belt",
124
+ "n04370456": "sweatshirt",
125
+ "n02109961": "Eskimo dog",
126
+ "n06874185": "traffic light",
127
+ "n03179701": "dam",
128
+ "n02087394": "Rhodesian ridgeback",
129
+ "n03598930": "jersey shirt",
130
+ "n01820546": "hornbill",
131
+ "n03691459": "lotion",
132
+ "n02002556": "flamingo",
133
+ "n04523525": "vault",
134
+ "n01748264": "Indian cobra",
135
+ "n03457902": "grand piano",
136
+ "n01728920": "ringneck snake",
137
+ "n02009912": "limpkin",
138
+ "n03534580": "hook",
139
+ "n02280649": "cabbage butterfly",
140
+ "n01514668": "cock",
141
+ "n02124075": "Egyptian cat",
142
+ "n04086273": "revolver",
143
+ "n01829413": "toucan",
144
+ "n03916031": "perfume",
145
+ "n03814906": "necklace",
146
+ "n03877472": "pajama",
147
+ "n04239074": "sliding door",
148
+ "n04552348": "warplane",
149
+ "n03584254": "hourglass",
150
+ "n01945685": "chambered nautilus",
151
+ "n01773797": "wolf spider",
152
+ "n12620546": "hip rose",
153
+ "n01985128": "white stork",
154
+ "n04065272": "recreational vehicle",
155
+ "n03920288": "Petri dish",
156
+ "n02687172": "aircraft carrier",
157
+ "n03220513": "dogsled",
158
+ "n04501370": "turnstile",
159
+ "n02917067": "bullet train",
160
+ "n02113023": "Pembroke Welsh corgi",
161
+ "n02492660": "howler monkey",
162
+ "n02398521": "hippopotamus",
163
+ "n04562935": "water tower",
164
+ "n02412080": "ram sheep",
165
+ "n02091134": "whippet",
166
+ "n02108000": "EntleBucher",
167
+ "n02113186": "Cardigan Welsh corgi",
168
+ "n04067472": "reel",
169
+ "n12144580": "corn",
170
+ "n02892767": "brassiere",
171
+ "n01924916": "snail",
172
+ "n02486261": "patas monkey",
173
+ "n02114855": "coyote",
174
+ "n01770393": "scorpion",
175
+ "n02859443": "boathouse",
176
+ "n03388043": "forklift",
177
+ "n04131690": "saltshaker",
178
+ "n04355338": "sundial",
179
+ "n04548362": "wallet",
180
+ "n02027492": "oystercatcher",
181
+ "n04493381": "tub",
182
+ "n04277352": "spindle",
183
+ "n03666591": "lifeboat",
184
+ "n02504013": "Indian elephant",
185
+ "n02817516": "bearskin hat",
186
+ "n03461385": "grille",
187
+ "n01737021": "water snake",
188
+ "n03814639": "neck brace",
189
+ "n04366367": "suspension bridge",
190
+ "n04443257": "tobacco shop",
191
+ "n04008634": "projectile",
192
+ "n02116738": "African hunting dog",
193
+ "n02096051": "Airedale",
194
+ "n04487394": "trombone",
195
+ "n02494079": "squirrel monkey",
196
+ "n01498041": "stingray",
197
+ "n03970156": "plunger",
198
+ "n03196217": "diaper",
199
+ "n03792972": "mountain tent",
200
+ "n02437312": "Arabian camel",
201
+ "n12768682": "buckeye",
202
+ "n07892512": "red wine",
203
+ "n11879895": "rapeseed",
204
+ "n12267677": "acorn",
205
+ "n03218198": "dock",
206
+ "n04254120": "soap dispenser",
207
+ "n02233338": "cockroach",
208
+ "n15075141": "toilet tissue",
209
+ "n03544143": "horse cart",
210
+ "n02708093": "analog clock",
211
+ "n02119789": "kit fox",
212
+ "n02481823": "chimpanzee",
213
+ "n09421951": "sandbar",
214
+ "n04429376": "throne",
215
+ "n03599486": "jigsaw puzzle",
216
+ "n03891251": "park bench",
217
+ "n03133878": "Crock Pot",
218
+ "n02099601": "golden retriever",
219
+ "n02443484": "black-footed ferret",
220
+ "n03661043": "letter opener",
221
+ "n02111500": "Great Pyrenees",
222
+ "n02776631": "bakery",
223
+ "n02006656": "egret",
224
+ "n01986214": "black stork",
225
+ "n03775071": "mitten",
226
+ "n02883205": "bow tie",
227
+ "n02643566": "lionfish",
228
+ "n02655020": "puffer fish",
229
+ "n02823750": "beer glass",
230
+ "n02514041": "barracouta fish",
231
+ "n07930864": "cup",
232
+ "n01689811": "alligator lizard",
233
+ "n09468604": "valley",
234
+ "n07583066": "guacamole",
235
+ "n03379051": "folding chair",
236
+ "n04579432": "whistle",
237
+ "n03729826": "matchstick",
238
+ "n07718472": "cucumber",
239
+ "n04179913": "sewing machine",
240
+ "n01630670": "common newt",
241
+ "n02389026": "sorrel horse",
242
+ "n01697457": "African crocodile",
243
+ "n01644373": "tree frog",
244
+ "n03649909": "laptop",
245
+ "n01531178": "goldfinch",
246
+ "n03958227": "plastic bag",
247
+ "n02892201": "brass instrument",
248
+ "n03447447": "golfcart",
249
+ "n02114548": "white wolf",
250
+ "n04254680": "soccer ball",
251
+ "n03874293": "paddlewheel",
252
+ "n04019541": "puck",
253
+ "n02701002": "ambulance",
254
+ "n03710721": "maillot swimsuit",
255
+ "n02190166": "fly",
256
+ "n01631663": "eft",
257
+ "n03075370": "combination lock",
258
+ "n03450230": "gong",
259
+ "n07747607": "orange",
260
+ "n03602883": "jinrikisha",
261
+ "n01855032": "tusker elephant",
262
+ "n02256656": "cicada",
263
+ "n02112706": "Brabancon griffon",
264
+ "n02094258": "Norwich terrier",
265
+ "n02226429": "grasshopper",
266
+ "n03773504": "missile",
267
+ "n02099267": "flat-coated retriever",
268
+ "n04133789": "sandal",
269
+ "n01847000": "black swan",
270
+ "n04355933": "sunglass",
271
+ "n01773549": "tarantula",
272
+ "n01729322": "hognose snake",
273
+ "n02097474": "Tibetan terrier",
274
+ "n03642806": "lampshade",
275
+ "n02489166": "proboscis monkey",
276
+ "n02317335": "starfish",
277
+ "n04372370": "switch",
278
+ "n03467068": "grocery store",
279
+ "n07711569": "mashed potato",
280
+ "n02410509": "bison",
281
+ "n10565667": "scuba diver",
282
+ "n06359193": "web site",
283
+ "n01682714": "American chameleon",
284
+ "n04238763": "slide rule",
285
+ "n04040759": "radiator",
286
+ "n03325584": "face powder",
287
+ "n03961711": "plate rack",
288
+ "n04039381": "racket",
289
+ "n01629819": "European fire salamander",
290
+ "n01768244": "trilobite",
291
+ "n02105855": "Shetland sheepdog",
292
+ "n02098286": "West Highland white terrier",
293
+ "n01843065": "red-breasted merganser",
294
+ "n04258138": "solar dish",
295
+ "n02871525": "bookshop",
296
+ "n04404412": "television",
297
+ "n04204238": "shopping basket",
298
+ "n03255030": "drumstick",
299
+ "n03637318": "ladle",
300
+ "n02988304": "CD player",
301
+ "n02325366": "cottontail rabbit",
302
+ "n03180011": "desk",
303
+ "n02676566": "acoustic guitar",
304
+ "n04458633": "totem pole",
305
+ "n02493509": "titi monkey",
306
+ "n03871628": "packet",
307
+ "n02823428": "beer bottle",
308
+ "n04347754": "submarine",
309
+ "n01616318": "vulture",
310
+ "n02102973": "Irish water spaniel",
311
+ "n09229709": "bubble",
312
+ "n02276258": "admiral butterfly",
313
+ "n01695060": "Komodo dragon",
314
+ "n04326547": "stone wall",
315
+ "n03271574": "Dutch oven",
316
+ "n03785016": "moped",
317
+ "n02666196": "abacus",
318
+ "n09428293": "seashore",
319
+ "n02483708": "siamang",
320
+ "n01755581": "diamondback rattlesnake",
321
+ "n04485082": "tripod",
322
+ "n02089973": "English foxhound",
323
+ "n02788148": "bannister",
324
+ "n02793495": "barn",
325
+ "n02965783": "car mirror",
326
+ "n02110341": "dalmatian",
327
+ "n01798484": "partridge",
328
+ "n04273569": "speedboat",
329
+ "n02011460": "European gallinule",
330
+ "n01944390": "chiton",
331
+ "n04004767": "printer",
332
+ "n02865351": "bolo tie",
333
+ "n03594734": "jack-o-lantern",
334
+ "n03272010": "electric fan",
335
+ "n02125311": "cougar",
336
+ "n02093647": "Bedlington terrier",
337
+ "n03476991": "hair slide",
338
+ "n02930766": "cab taxi",
339
+ "n04479046": "trench coat",
340
+ "n02123597": "Siamese cat",
341
+ "n03888605": "parallel bars",
342
+ "n03992509": "potters wheel",
343
+ "n09246464": "cliff",
344
+ "n02104029": "kuvasz",
345
+ "n02088466": "bloodhound",
346
+ "n03018349": "china cabinet",
347
+ "n02091831": "Saluki",
348
+ "n01872401": "koala",
349
+ "n04090263": "rifle",
350
+ "n03680355": "lipstick",
351
+ "n02112018": "Pomeranian",
352
+ "n07614500": "ice cream",
353
+ "n02085782": "Japanese Chin",
354
+ "n02087046": "toy terrier",
355
+ "n03017168": "chime",
356
+ "n02130308": "cheetah",
357
+ "n04336792": "stretcher",
358
+ "n04141975": "scale",
359
+ "n03529860": "holster",
360
+ "n03404251": "frying pan",
361
+ "n03877845": "palace",
362
+ "n07749582": "lemon",
363
+ "n02808440": "bathtub",
364
+ "n03000134": "chainlink fence",
365
+ "n02442845": "mink",
366
+ "n02099429": "curly-coated retriever",
367
+ "n01796340": "peacock",
368
+ "n13052670": "hen-of-the-woods",
369
+ "n01532829": "house finch",
370
+ "n03630383": "knot",
371
+ "n02490219": "marmoset",
372
+ "n03837869": "obelisk",
373
+ "n01877812": "jellyfish",
374
+ "n02165456": "ladybug",
375
+ "n03770439": "miniskirt",
376
+ "n02480495": "orangutan",
377
+ "n02117135": "hyena",
378
+ "n04553703": "washbasin",
379
+ "n04522168": "vase",
380
+ "n01740131": "night snake",
381
+ "n01753488": "horned viper",
382
+ "n04418357": "theater curtain",
383
+ "n07579787": "plate",
384
+ "n01514859": "hen",
385
+ "n04251144": "snorkel",
386
+ "n04147183": "schooner",
387
+ "n04265275": "space heater",
388
+ "n03777754": "modem",
389
+ "n02093428": "American Staffordshire terrier",
390
+ "n02747177": "ashcan",
391
+ "n02488291": "langur",
392
+ "n02279972": "monarch butterfly",
393
+ "n03977966": "police van",
394
+ "n03447721": "gondola",
395
+ "n02229544": "cricket",
396
+ "n01943899": "sea slug",
397
+ "n02085620": "Chihuahua",
398
+ "n02492035": "capuchin monkey",
399
+ "n03384352": "football helmet",
400
+ "n01484850": "great white shark",
401
+ "n03935335": "piggy bank",
402
+ "n04310018": "steam locomotive",
403
+ "n01980166": "spiny lobster",
404
+ "n02097130": "giant schnauzer",
405
+ "n07613480": "trifle dessert",
406
+ "n07615774": "ice lolly",
407
+ "n02086910": "Papillon",
408
+ "n02795169": "barrel",
409
+ "n02168699": "long-horned beetle",
410
+ "n03742115": "medicine chest",
411
+ "n02395406": "pig",
412
+ "n02007558": "bittern",
413
+ "n03991062": "pot",
414
+ "n04275548": "spider web",
415
+ "n01685808": "whiptail lizard",
416
+ "n02277742": "ringlet butterfly",
417
+ "n03721384": "marimba",
418
+ "n02028035": "pelican",
419
+ "n03891332": "parking meter",
420
+ "n02090622": "borzoi",
421
+ "n04461696": "tow truck",
422
+ "n01824575": "hummingbird",
423
+ "n01744401": "rock python",
424
+ "n03207743": "dining table",
425
+ "n02417914": "ibex",
426
+ "n02120505": "grey fox",
427
+ "n04259630": "sombrero",
428
+ "n02879718": "bow",
429
+ "n03584829": "iPod",
430
+ "n01950731": "Dungeness crab",
431
+ "n03854065": "organ instrument",
432
+ "n03924679": "photocopier",
433
+ "n02690373": "airliner",
434
+ "n03016953": "chiffonier",
435
+ "n03786901": "mortar",
436
+ "n04023962": "punching bag",
437
+ "n02107683": "Bernese mountain dog",
438
+ "n01644900": "tailed frog",
439
+ "n09256479": "coral reef",
440
+ "n04033995": "quilt",
441
+ "n04376876": "syringe",
442
+ "n04371774": "swing",
443
+ "n01641577": "bullfrog",
444
+ "n02939185": "caldron",
445
+ "n03032252": "cinema",
446
+ "n03709823": "magnetic compass",
447
+ "n01818515": "coucal",
448
+ "n04592741": "wing",
449
+ "n02910353": "buckle",
450
+ "n03028079": "church",
451
+ "n01601694": "water ouzel",
452
+ "n03485407": "hand blower",
453
+ "n04228054": "ski",
454
+ "n03595614": "jeep",
455
+ "n02071294": "Chihuahua dog",
456
+ "n01582220": "magpie",
457
+ "n07753275": "pineapple",
458
+ "n01665541": "leatherback turtle",
459
+ "n03857828": "oscilloscope",
460
+ "n02089078": "black and tan coonhound",
461
+ "n03372029": "flagpole",
462
+ "n02219486": "ant",
463
+ "n02790996": "barbell",
464
+ "n03692522": "loudspeaker",
465
+ "n02447366": "badger",
466
+ "n01614925": "bald eagle",
467
+ "n09288635": "geyser",
468
+ "n02102480": "Sussex spaniel",
469
+ "n02268853": "damselfly",
470
+ "n01983481": "hermit crab",
471
+ "n01930112": "slug",
472
+ "n02966687": "carpenters kit",
473
+ "n02128385": "leopard",
474
+ "n01871265": "wallaby",
475
+ "n04356056": "sunglasses",
476
+ "n02086079": "Pekinese",
477
+ "n02093991": "Irish terrier",
478
+ "n03868242": "oxcart",
479
+ "n02097209": "standard schnauzer",
480
+ "n02109047": "Great Dane",
481
+ "n04141327": "scabbard",
482
+ "n03452741": "gown",
483
+ "n03000684": "chainsaw",
484
+ "n04371430": "swimming trunks",
485
+ "n02749479": "assault rifle",
486
+ "n03956157": "planetarium",
487
+ "n02860847": "bobsled",
488
+ "n03976467": "Polaroid camera",
489
+ "n04125021": "safe",
490
+ "n02132136": "brown bear",
491
+ "n04209133": "shower cap",
492
+ "n04285008": "sports car",
493
+ "n03100240": "convertible car",
494
+ "n01494475": "hammerhead",
495
+ "n02342885": "hamster",
496
+ "n02667093": "abaya",
497
+ "n02363005": "beaver",
498
+ "n02104365": "schipperke",
499
+ "n03895866": "passenger car",
500
+ "n02607072": "anemone fish",
501
+ "n04428191": "thresher",
502
+ "n02105641": "Old English sheepdog",
503
+ "n02177972": "weevil",
504
+ "n03216828": "disk brake",
505
+ "n02268443": "dragonfly",
506
+ "n03763968": "military uniform",
507
+ "n03249569": "drilling platform",
508
+ "n02894605": "breakwater",
509
+ "n07932039": "eggnog",
510
+ "n02791124": "barber chair",
511
+ "n03134739": "croquet ball",
512
+ "n01795545": "prairie chicken",
513
+ "n03832673": "notebook computer",
514
+ "n02493793": "spider monkey",
515
+ "n04380533": "table lamp",
516
+ "n04532670": "viaduct",
517
+ "n04604644": "worm fence",
518
+ "n04037443": "racer car",
519
+ "n03908618": "pencil box",
520
+ "n03976657": "pole",
521
+ "n03902125": "pay-phone",
522
+ "n03476684": "guillotine",
523
+ "n02815834": "beaker",
524
+ "n02834397": "bib",
525
+ "n01990800": "spoonbill",
526
+ "n02091244": "Ibizan hound",
527
+ "n04325704": "stole scarf",
528
+ "n01817953": "lorikeet",
529
+ "n02113624": "toy poodle",
530
+ "n02504458": "African elephant",
531
+ "n03873416": "paddle",
532
+ "n01534433": "junco",
533
+ "n04208210": "shovel",
534
+ "n02963159": "cardigan sweater",
535
+ "n03131574": "crib",
536
+ "n03201208": "digital watch",
537
+ "n02108422": "bull mastiff",
538
+ "n02843684": "birdhouse",
539
+ "n03347037": "fire engine",
540
+ "n02085936": "Maltese",
541
+ "n02641379": "gar fish",
542
+ "n02825657": "bell cote",
543
+ "n03445924": "golf ball",
544
+ "n02408429": "water buffalo",
545
+ "n04311174": "steel drum",
546
+ "n01756291": "sidewinder",
547
+ "n03933933": "pier",
548
+ "n01669191": "box turtle",
549
+ "n03483316": "hamper",
550
+ "n02356798": "fox squirrel",
551
+ "n01883070": "brain coral",
552
+ "n02906734": "broom",
553
+ "n04482393": "tricycle",
554
+ "n02013706": "bustard",
555
+ "n02111889": "Samoyed",
556
+ "n02134418": "sloth bear",
557
+ "n02107574": "Greater Swiss Mountain dog",
558
+ "n02422699": "impala",
559
+ "n02672831": "accordion",
560
+ "n02002724": "little blue heron",
561
+ "n03743016": "megalith",
562
+ "n02025239": "dowitcher",
563
+ "n02804610": "bassoon",
564
+ "n04141076": "sax",
565
+ "n03658185": "lens cap",
566
+ "n03026506": "Christmas stocking",
567
+ "n01749939": "green mamba",
568
+ "n04548280": "wall clock",
569
+ "n01739381": "vine snake",
570
+ "n02074367": "Japanese spaniel",
571
+ "n01914609": "nematode",
572
+ "n02114367": "timber wolf",
573
+ "n07768694": "pomegranate",
574
+ "n04041544": "radio",
575
+ "n02509815": "lesser panda",
576
+ "n02018207": "red-backed sandpiper",
577
+ "n03888257": "parachute",
578
+ "n04266014": "space shuttle",
579
+ "n03690938": "Loafer shoe",
580
+ "n04540053": "volleyball",
581
+ "n07714990": "broccoli",
582
+ "n03062245": "cocktail shaker",
583
+ "n02098105": "soft-coated wheaten terrier",
584
+ "n04505470": "typewriter keyboard",
585
+ "n03444034": "goblet",
586
+ "n03791053": "motor scooter",
587
+ "n04423845": "thimble",
588
+ "n02105505": "komondor",
589
+ "n01688243": "frilled lizard",
590
+ "n02096585": "Boston terrier",
591
+ "n04344873": "studio couch",
592
+ "n02526121": "eel",
593
+ "n02916936": "bulletproof vest",
594
+ "n01675722": "banded gecko",
595
+ "n02097047": "miniature schnauzer",
596
+ "n02236044": "mantis",
597
+ "n02102177": "Welsh springer spaniel",
598
+ "n02791270": "barbershop",
599
+ "n03376595": "flute",
600
+ "n04515003": "upright piano",
601
+ "n04136333": "sarong",
602
+ "n02110627": "affenpinscher",
603
+ "n02095570": "Lakeland terrier",
604
+ "n03485794": "hand-held computer",
605
+ "n02974003": "car wheel",
606
+ "n04579145": "whiskey jug",
607
+ "n04074963": "remote control",
608
+ "n03492542": "handkerchief",
609
+ "n04264628": "space bar",
610
+ "n02112137": "chow chow",
611
+ "n02108915": "French bulldog",
612
+ "n02769748": "backpack",
613
+ "n03710193": "mailbag",
614
+ "n02692877": "airship",
615
+ "n02927161": "butcher shop",
616
+ "n03344393": "file cabinet",
617
+ "n02101556": "clumber spaniel",
618
+ "n02396427": "wild boar",
619
+ "n02115641": "dingo",
620
+ "n03764736": "milk can",
621
+ "n02870880": "bookcase",
622
+ "n02120079": "Arctic fox",
623
+ "n03884397": "panpipe",
624
+ "n02909870": "bucket",
625
+ "n01910747": "flatworm",
626
+ "n04447861": "toilet seat",
627
+ "n04118538": "rugby ball",
628
+ "n01806567": "macaw",
629
+ "n03481172": "half track vehicle",
630
+ "n02112350": "keeshond",
631
+ "n03876231": "paintbrush",
632
+ "n02364673": "guinea pig",
633
+ "n04417672": "thatch roof",
634
+ "n03125729": "cradle",
635
+ "n07831146": "carbonara",
636
+ "n01833805": "drake duck",
637
+ "n04596742": "wok",
638
+ "n01558993": "robin",
639
+ "n02319095": "sea urchin",
640
+ "n03793489": "computer mouse",
641
+ "n02113978": "Mexican hairless dog",
642
+ "n02086240": "Shih Tzu",
643
+ "n12985857": "coral fungus",
644
+ "n04049303": "rain barrel",
645
+ "n03942813": "ping-pong ball",
646
+ "n03095699": "container ship",
647
+ "n01882714": "sea anemone",
648
+ "n04070727": "refrigerator",
649
+ "n02099849": "Chesapeake Bay retriever",
650
+ "n07714571": "head cabbage",
651
+ "n02971356": "carton",
652
+ "n02794156": "barometer",
653
+ "n02259212": "leafhopper",
654
+ "n02281406": "sulphur butterfly",
655
+ "n03788195": "mosque",
656
+ "n02114712": "red wolf",
657
+ "n03866082": "overskirt",
658
+ "n02108551": "Tibetan mastiff",
659
+ "n01530575": "brambling",
660
+ "n02113799": "standard poodle",
661
+ "n01592084": "chickadee",
662
+ "n03594945": "jean jacket",
663
+ "n01774384": "tick",
664
+ "n02109525": "Saint Bernard",
665
+ "n02606052": "rock beauty fish",
666
+ "n04613696": "yurt",
667
+ "n07695742": "pretzel",
668
+ "n07734744": "mushroom",
669
+ "n03532672": "honeycomb",
670
+ "n02037110": "albatross",
671
+ "n03000247": "chain mail",
672
+ "n02100583": "vizsla",
673
+ "n02110185": "Siberian husky",
674
+ "n07754684": "jackfruit",
675
+ "n03459775": "greenhouse",
676
+ "n02012849": "American coot",
677
+ "n04116512": "rubber eraser",
678
+ "n04033901": "quill pen",
679
+ "n01978455": "American lobster",
680
+ "n02033041": "king penguin",
681
+ "n02457408": "three-toed sloth",
682
+ "n13037406": "gyromitra",
683
+ "n12057211": "yellow ladys slipper",
684
+ "n04026417": "purse",
685
+ "n04550184": "wardrobe",
686
+ "n03706229": "lumbermill",
687
+ "n03045698": "cloak",
688
+ "n06785654": "crossword puzzle",
689
+ "n03527444": "hatchet",
690
+ "n02730930": "apron",
691
+ "n01580077": "jay",
692
+ "n03590841": "iron",
693
+ "n02102318": "cocker spaniel",
694
+ "n03794056": "mousetrap",
695
+ "n02105412": "kelpie",
696
+ "n07718747": "artichoke",
697
+ "n01843383": "goose",
698
+ "n07697537": "hot dog",
699
+ "n03775546": "mixing bowl",
700
+ "n02088238": "basset hound",
701
+ "n04154565": "screwdriver",
702
+ "n04201297": "shoji screen",
703
+ "n01560419": "bulbul",
704
+ "n03223299": "dome",
705
+ "n02111129": "Leonberg",
706
+ "n03208938": "dishwasher",
707
+ "n07720875": "bell pepper",
708
+ "n01694178": "African chameleon",
709
+ "n03796401": "moving van",
710
+ "n07590611": "hot pot",
711
+ "n02787622": "banjo",
712
+ "n02066245": "sea lion",
713
+ "n01667114": "mud turtle",
714
+ "n03063599": "coffee mug",
715
+ "n01632777": "axolotl",
716
+ "n02966193": "carousel",
717
+ "n02137549": "mongoose",
718
+ "n03259280": "dumbbell",
719
+ "n09193705": "alp mountain",
720
+ "n04317175": "stethoscope",
721
+ "n09399592": "promontory",
722
+ "n04525305": "vending machine",
723
+ "n03776460": "mobile home",
724
+ "n02346627": "porcupine",
725
+ "n03126707": "crane machine",
726
+ "n04252225": "snowplow",
727
+ "n02951358": "canoe",
728
+ "n01728572": "thunder snake",
729
+ "n03065424": "coil",
730
+ "n03014705": "chest",
731
+ "n07802026": "hay",
732
+ "n02391049": "zebra",
733
+ "n02488702": "colobus monkey",
734
+ "n02009229": "crane bird",
735
+ "n02486410": "baboon",
736
+ "n02017213": "ruddy turnstone",
737
+ "n03337140": "feather boa",
738
+ "n03929855": "pickelhaube helmet",
739
+ "n01819313": "bee eater",
740
+ "n02119022": "red fox",
741
+ "n02105056": "groenendael",
742
+ "n02095889": "Sealyham terrier",
743
+ "n03724870": "mask",
744
+ "n02108089": "boxer",
745
+ "n02783161": "ballpoint pen",
746
+ "n03995372": "power drill",
747
+ "n09472597": "volcano",
748
+ "n03803284": "muzzle",
749
+ "n02840245": "binder",
750
+ "n07873807": "pizza",
751
+ "n01687978": "agama",
752
+ "n03720891": "maraca",
753
+ "n07753113": "fig",
754
+ "n02950826": "cannon",
755
+ "n02123045": "tabby cat",
756
+ "n01797886": "quail",
757
+ "n02992211": "cello",
758
+ "n03110669": "cornet",
759
+ "n02113712": "miniature poodle",
760
+ "n07836838": "chocolate sauce",
761
+ "n02814860": "beacon",
762
+ "n04286575": "spotlight",
763
+ "n02980441": "castle",
764
+ "n02106662": "German shepherd",
765
+ "n04350905": "suit",
766
+ "n02089867": "Walker hound",
767
+ "n04330267": "stove",
768
+ "n04209239": "shower curtain",
769
+ "n03841143": "odometer",
770
+ "n02090379": "redbone hound",
771
+ "n03063689": "coffeepot",
772
+ "n02786058": "Band Aid",
773
+ "n07730033": "cardoon",
774
+ "n07693725": "bagel",
775
+ "n01981276": "crayfish",
776
+ "n02165105": "tiger beetle",
777
+ "n04536866": "violin",
778
+ "n03788365": "mosquito net",
779
+ "n02090721": "Irish wolfhound",
780
+ "n04442312": "toaster",
781
+ "n03272562": "electric guitar",
782
+ "n02101388": "Brittany spaniel",
783
+ "n03938244": "pillow",
784
+ "n07716358": "zucchini",
785
+ "n03250847": "drum",
786
+ "n07753592": "banana",
787
+ "n04557648": "water bottle",
788
+ "n09835506": "ballplayer",
789
+ "n04149813": "scoreboard",
790
+ "n07248320": "book jacket",
791
+ "n04554684": "washer",
792
+ "n03240683": "doormat",
793
+ "n02102040": "English springer spaniel",
794
+ "n03787032": "mortarboard hat",
795
+ "n01770081": "harvestman",
796
+ "n06794110": "street sign",
797
+ "n02106382": "Bouvier des Flandres",
798
+ "n02092002": "Scottish deerhound",
799
+ "n04229816": "ski mask",
800
+ "n04542943": "waffle iron",
801
+ "n02361337": "marmot",
802
+ "n02231487": "walking stick insect",
803
+ "n04328186": "stopwatch",
804
+ "n02281787": "lycaenid butterfly",
805
+ "n03697007": "loupe",
806
+ "n03670208": "lighter",
807
+ "n03843555": "oil filter",
808
+ "n04192698": "shield",
809
+ "n10148035": "groom",
810
+ "n03127747": "crash helmet",
811
+ "n01807496": "sulphur-crested cockatoo",
812
+ "n04599235": "wool",
813
+ "n03967562": "plow",
814
+ "n02093256": "Staffordshire terrier",
815
+ "n03937543": "pill bottle",
816
+ "n02999410": "chain",
817
+ "n04127249": "safety pin",
818
+ "n02328150": "Angora rabbit",
819
+ "n04591713": "wine bottle",
820
+ "n02437616": "llama",
821
+ "n07760859": "custard apple",
822
+ "n03085013": "computer keyboard",
823
+ "n07716906": "spaghetti squash",
824
+ "n02106166": "Border collie",
825
+ "n02483362": "gibbon",
826
+ "n01735189": "garter snake",
827
+ "n04146614": "school bus",
828
+ "n02802426": "basketball",
829
+ "n04597913": "wooden spoon",
830
+ "n03825788": "nipple",
831
+ "n02088364": "beagle",
832
+ "n02096177": "cairn terrier",
833
+ "n03617480": "joystick",
834
+ "n04487081": "trolleybus",
835
+ "n07717556": "butternut squash",
836
+ "n02403003": "ox",
837
+ "n02106550": "Rottweiler",
838
+ "n02091032": "Italian greyhound",
839
+ "n04296562": "stage",
840
+ "n13054560": "bolete mushroom",
841
+ "n02107142": "Doberman",
842
+ "n03109150": "corkscrew",
843
+ "n03355925": "fire screen",
844
+ "n02127052": "lynx",
845
+ "n13133613": "ear of corn",
846
+ "n04590129": "window shade",
847
+ "n01443537": "goldfish",
848
+ "n02097298": "Scotch terrier",
849
+ "n01855672": "echidna",
850
+ "n02077923": "Maltese dog",
851
+ "n02018795": "redshank",
852
+ "n07860988": "dough",
853
+ "n03388549": "fountain pen",
854
+ "n03290653": "electric locomotive",
855
+ "n02978881": "cassette",
856
+ "n02454379": "armadillo",
857
+ "n04612504": "yawl boat",
858
+ "n02096294": "Australian terrier",
859
+ "n02895154": "breastplate",
860
+ "n03782006": "monitor",
861
+ "n01873310": "wombat",
862
+ "n04367480": "swab",
863
+ "n04252077": "snowmobile",
864
+ "n03980874": "poncho",
865
+ "n02699494": "altar",
866
+ "n01677366": "common iguana",
867
+ "n03146219": "3146219",
868
+ "n02110958": "pug",
869
+ "n04389033": "tank",
870
+ "n07715103": "cauliflower",
871
+ "n02107908": "Appenzeller",
872
+ "n03840681": "ocarina",
873
+ "n04509417": "unicycle",
874
+ "n04270147": "spatula",
875
+ "n02088632": "bluetick hound",
876
+ "n02777292": "balance beam",
877
+ "n04483307": "trimaran",
878
+ "n02134084": "ice bear",
879
+ "n01751748": "sea snake",
880
+ "n02091635": "otterhound",
881
+ "n04507155": "umbrella",
882
+ "n04357314": "sunscreen",
883
+ "n03297495": "envelope",
884
+ "n04009552": "projector",
885
+ "n07684084": "French loaf",
886
+ "n02808304": "bath towel",
887
+ "n06596364": "comic book",
888
+ "n02445715": "skunk",
889
+ "n02133161": "American black bear",
890
+ "n02174001": "rhinoceros beetle",
891
+ "n03944341": "pinwheel",
892
+ "n02106030": "collie",
893
+ "n01860187": "platypus",
894
+ "n02123159": "tiger cat",
895
+ "n01776313": "ptarmigan",
896
+ "n01664065": "loggerhead turtle",
897
+ "n02877765": "bottlecap",
898
+ "n03874599": "padlock",
899
+ "n02100735": "English setter",
900
+ "n01729977": "green snake",
901
+ "n02110063": "malamute",
902
+ "n02797295": "barrow",
903
+ "n03494278": "hard disc",
904
+ "n13044778": "earthstar",
905
+ "n03089624": "confectionery",
906
+ "n01537544": "indigo bunting",
907
+ "n07920052": "espresso",
908
+ "n03633091": "lab coat",
909
+ "n04462240": "toyshop",
910
+ "n13040303": "stinkhorn mushroom",
911
+ "n03482405": "hammer",
912
+ "n04589890": "window screen",
913
+ "n03770679": "minivan",
914
+ "n02058221": "dugong",
915
+ "n02951585": "can opener",
916
+ "n03792782": "mountain bike",
917
+ "n01608432": "kite",
918
+ "n02169497": "leaf beetle",
919
+ "n01775062": "black grouse",
920
+ "n03868863": "oxygen mask",
921
+ "n03733805": "measuring cup",
922
+ "n01698640": "American alligator",
923
+ "n02837789": "bikini",
924
+ "n01984695": "isopod",
925
+ "n02088094": "Afghan hound",
926
+ "n03838899": "oboe",
927
+ "n01692333": "Gila monster",
928
+ "n03160309": "3160309",
929
+ "n01774750": "centipede",
930
+ "n02094433": "Yorkshire terrier",
931
+ "n02669723": "academic gown",
932
+ "n04111531": "rotisserie",
933
+ "n03733281": "maze",
934
+ "n01491361": "tiger shark",
935
+ "n04476259": "tray",
936
+ "n03908714": "pencil sharpener",
937
+ "n09332890": "lakeside",
938
+ "n02093754": "Border terrier",
939
+ "n02640242": "sturgeon",
940
+ "n01667778": "terrapin",
941
+ "n11939491": "daisy",
942
+ "n02326432": "hare",
943
+ "n03141823": "crutch",
944
+ "n02206856": "bee",
945
+ "n02727426": "apiary",
946
+ "n03887697": "paper towel",
947
+ "n03345487": "fireboat",
948
+ "n01496331": "electric ray",
949
+ "n04456115": "torch",
950
+ "n02977058": "cash machine",
951
+ "n02807133": "bathing cap",
952
+ "n03314780": "espresso maker",
953
+ "n02510455": "giant panda",
954
+ "n03291819": "entertainment center",
955
+ "n04120489": "running shoe",
956
+ "n04254777": "sock",
957
+ "n02814533": "beach wagon",
958
+ "n02138441": "meerkat",
959
+ "n03207941": "dishrag",
960
+ "n03983396": "pop bottle",
961
+ "n02981792": "catamaran",
962
+ "n07880968": "burrito",
963
+ "n03445777": "go-kart",
964
+ "n03042490": "cliff dwelling",
965
+ "n07871810": "meat loaf",
966
+ "n02423022": "gazelle",
967
+ "n04235860": "sleeping bag",
968
+ "n04517823": "vacuum",
969
+ "n02804414": "bassinet",
970
+ "n04346328": "stupa",
971
+ "n01742172": "boa constrictor",
972
+ "n01693334": "green lizard",
973
+ "n04118776": "rule",
974
+ "n04263257": "soup bowl",
975
+ "n12998815": "agaric mushroom",
976
+ "n01917289": "conch shell",
977
+ "n03400231": "French horn",
978
+ "n04005630": "prison",
979
+ "n03929660": "pick",
980
+ "n04200800": "shoe shop",
981
+ "n02093859": "Kerry blue terrier",
982
+ "n03197337": "digital clock",
983
+ "n02841315": "binoculars",
984
+ "n02101006": "Gordon setter",
985
+ "n07745940": "strawberry"
986
+ },
987
+ "algorithms": [
988
+ "spiral",
989
+ "crosshatch",
990
+ "squares",
991
+ "trace"
992
+ ],
993
+ "total_images": 50000,
994
+ "total_gcode": 600000
995
+ }