Google Maps GAN
0

Google Maps GAN

Containing results from applying a Self-Attention GAN to the Satellite to Map dataset. This dataset was originally intended for use with CycleGANs; this model is a nice illustration how we can use the same dataset with little modification for another type of model - in this case, an unconditional GAN.

Instructions

mantra train sagan --dataset maps --epochs 200 --image-dim 128 128

Media

faces_epoch_200.png faces_epoch_199.png faces_epoch_198.png

Summary


Command

mantra train sagan --dataset maps --dev --epochs 200 --image-dim 128 128


Components

Data
Satellite to Map
8ed26dcf5fb85b3048225193a192875ba44d63380730992c39590adda5db939e
Model
Self-Attention GAN
8e67f1bb76282ed912ca89d53a9cc55b09703f960334f6952fdfb4e0e0eb7967

Hyperparameters

Batch Size
64
Epochs
200
Image Dim
128 x 128

Training

Status
Complete
Progress
200 / 200
Started
2018-09-18T14:28:01
Ended
2018-09-18T17:14:41

Media

Latest


All Media

FileLast Modified
faces_epoch_12.png 2018-09-18T18:10:57
faces_epoch_147.png 2018-09-18T18:10:57
faces_epoch_172.png 2018-09-18T18:10:57
faces_epoch_141.png 2018-09-18T18:10:57
faces_epoch_32.png 2018-09-18T18:10:57
faces_epoch_35.png 2018-09-18T18:10:57
faces_epoch_119.png 2018-09-18T18:10:57
faces_epoch_122.png 2018-09-18T18:10:57
faces_epoch_183.png 2018-09-18T18:10:57
faces_epoch_60.png 2018-09-18T18:10:57
faces_epoch_41.png 2018-09-18T18:10:57
faces_epoch_53.png 2018-09-18T18:10:57
faces_epoch_74.png 2018-09-18T18:10:57
faces_epoch_20.png 2018-09-18T18:10:57
faces_epoch_149.png 2018-09-18T18:10:57
faces_epoch_131.png 2018-09-18T18:10:57
faces_epoch_80.png 2018-09-18T18:10:57
faces_epoch_100.png 2018-09-18T18:10:57
faces_epoch_171.png 2018-09-18T18:10:57
faces_epoch_180.png 2018-09-18T18:10:57
faces_epoch_8.png 2018-09-18T18:10:57
faces_epoch_47.png 2018-09-18T18:10:57
faces_epoch_92.png 2018-09-18T18:10:57
faces_epoch_96.png 2018-09-18T18:10:57
faces_epoch_165.png 2018-09-18T18:10:57
faces_epoch_193.png 2018-09-18T18:10:57
faces_epoch_104.png 2018-09-18T18:10:57
faces_epoch_169.png 2018-09-18T18:10:57
faces_epoch_30.png 2018-09-18T18:10:57
faces_epoch_83.png 2018-09-18T18:10:57
faces_epoch_86.png 2018-09-18T18:10:57
faces_epoch_113.png 2018-09-18T18:10:57
faces_epoch_181.png 2018-09-18T18:10:57
faces_epoch_26.png 2018-09-18T18:10:57
faces_epoch_145.png 2018-09-18T18:10:57
faces_epoch_11.png 2018-09-18T18:10:57
faces_epoch_77.png 2018-09-18T18:10:57
faces_epoch_27.png 2018-09-18T18:10:57
faces_epoch_174.png 2018-09-18T18:10:57
faces_epoch_19.png 2018-09-18T18:10:57
faces_epoch_108.png 2018-09-18T18:10:57
faces_epoch_39.png 2018-09-18T18:10:57
faces_epoch_23.png 2018-09-18T18:10:57
faces_epoch_173.png 2018-09-18T18:10:57
faces_epoch_34.png 2018-09-18T18:10:57
faces_epoch_127.png 2018-09-18T18:10:57
faces_epoch_75.png 2018-09-18T18:10:57
faces_epoch_192.png 2018-09-18T18:10:57
faces_epoch_175.png 2018-09-18T18:10:57
faces_epoch_155.png 2018-09-18T18:10:57
faces_epoch_168.png 2018-09-18T18:10:57
faces_epoch_76.png 2018-09-18T18:10:57
faces_epoch_190.png 2018-09-18T18:10:57
faces_epoch_150.png 2018-09-18T18:10:57
faces_epoch_4.png 2018-09-18T18:10:57
faces_epoch_116.png 2018-09-18T18:10:57
faces_epoch_62.png 2018-09-18T18:10:57
faces_epoch_71.png 2018-09-18T18:10:57
faces_epoch_144.png 2018-09-18T18:10:57
faces_epoch_21.png 2018-09-18T18:10:57
faces_epoch_178.png 2018-09-18T18:10:57
faces_epoch_126.png 2018-09-18T18:10:57
faces_epoch_65.png 2018-09-18T18:10:57
faces_epoch_194.png 2018-09-18T18:10:57
faces_epoch_16.png 2018-09-18T18:10:57
faces_epoch_97.png 2018-09-18T18:10:57
faces_epoch_40.png 2018-09-18T18:10:57
faces_epoch_52.png 2018-09-18T18:10:57
faces_epoch_146.png 2018-09-18T18:10:57
faces_epoch_157.png 2018-09-18T18:10:57
faces_epoch_24.png 2018-09-18T18:10:57
faces_epoch_151.png 2018-09-18T18:10:57
faces_epoch_188.png 2018-09-18T18:10:57
faces_epoch_143.png 2018-09-18T18:10:57
faces_epoch_120.png 2018-09-18T18:10:57
faces_epoch_93.png 2018-09-18T18:10:57
faces_epoch_63.png 2018-09-18T18:10:57
faces_epoch_105.png 2018-09-18T18:10:57
faces_epoch_49.png 2018-09-18T18:10:57
faces_epoch_139.png 2018-09-18T18:10:57
faces_epoch_198.png 2018-09-18T18:10:57
faces_epoch_7.png 2018-09-18T18:10:57
faces_epoch_82.png 2018-09-18T18:10:57
faces_epoch_59.png 2018-09-18T18:10:57
faces_epoch_154.png 2018-09-18T18:10:57
faces_epoch_182.png 2018-09-18T18:10:57
faces_epoch_50.png 2018-09-18T18:10:57
faces_epoch_162.png 2018-09-18T18:10:57
faces_epoch_115.png 2018-09-18T18:10:57
faces_epoch_72.png 2018-09-18T18:10:57
faces_epoch_136.png 2018-09-18T18:10:57
faces_epoch_132.png 2018-09-18T18:10:57
faces_epoch_33.png 2018-09-18T18:10:57
faces_epoch_128.png 2018-09-18T18:10:57
faces_epoch_15.png 2018-09-18T18:10:57
faces_epoch_135.png 2018-09-18T18:10:57
faces_epoch_13.png 2018-09-18T18:10:57
faces_epoch_195.png 2018-09-18T18:10:57
faces_epoch_5.png 2018-09-18T18:10:57
faces_epoch_88.png 2018-09-18T18:10:57
faces_epoch_125.png 2018-09-18T18:10:57
faces_epoch_64.png 2018-09-18T18:10:57
faces_epoch_10.png 2018-09-18T18:10:57
faces_epoch_84.png 2018-09-18T18:10:57
faces_epoch_81.png 2018-09-18T18:10:57
faces_epoch_200.png 2018-09-18T18:10:57
faces_epoch_70.png 2018-09-18T18:10:57
faces_epoch_58.png 2018-09-18T18:10:57
faces_epoch_90.png 2018-09-18T18:10:57
faces_epoch_137.png 2018-09-18T18:10:57
faces_epoch_187.png 2018-09-18T18:10:57
faces_epoch_159.png 2018-09-18T18:10:57
faces_epoch_158.png 2018-09-18T18:10:57
faces_epoch_167.png 2018-09-18T18:10:57
faces_epoch_166.png 2018-09-18T18:10:57
faces_epoch_106.png 2018-09-18T18:10:57
faces_epoch_36.png 2018-09-18T18:10:57
faces_epoch_134.png 2018-09-18T18:10:57
faces_epoch_95.png 2018-09-18T18:10:57
faces_epoch_130.png 2018-09-18T18:10:57
faces_epoch_78.png 2018-09-18T18:10:57
faces_epoch_25.png 2018-09-18T18:10:57
faces_epoch_110.png 2018-09-18T18:10:57
faces_epoch_91.png 2018-09-18T18:10:57
faces_epoch_51.png 2018-09-18T18:10:57
faces_epoch_121.png 2018-09-18T18:10:57
faces_epoch_164.png 2018-09-18T18:10:57
faces_epoch_142.png 2018-09-18T18:10:57
faces_epoch_111.png 2018-09-18T18:10:57
faces_epoch_68.png 2018-09-18T18:10:57
faces_epoch_22.png 2018-09-18T18:10:57
faces_epoch_153.png 2018-09-18T18:10:57
faces_epoch_133.png 2018-09-18T18:10:57
faces_epoch_45.png 2018-09-18T18:10:57
faces_epoch_9.png 2018-09-18T18:10:57
faces_epoch_85.png 2018-09-18T18:10:57
faces_epoch_184.png 2018-09-18T18:10:57
faces_epoch_112.png 2018-09-18T18:10:57
faces_epoch_124.png 2018-09-18T18:10:57
faces_epoch_148.png 2018-09-18T18:10:57
faces_epoch_185.png 2018-09-18T18:10:57
faces_epoch_43.png 2018-09-18T18:10:57
faces_epoch_94.png 2018-09-18T18:10:57
faces_epoch_176.png 2018-09-18T18:10:57
faces_epoch_102.png 2018-09-18T18:10:57
faces_epoch_107.png 2018-09-18T18:10:57
faces_epoch_156.png 2018-09-18T18:10:57
faces_epoch_87.png 2018-09-18T18:10:57
faces_epoch_199.png 2018-09-18T18:10:57
faces_epoch_56.png 2018-09-18T18:10:57
faces_epoch_163.png 2018-09-18T18:10:57
faces_epoch_160.png 2018-09-18T18:10:57
faces_epoch_191.png 2018-09-18T18:10:57
faces_epoch_18.png 2018-09-18T18:10:57
faces_epoch_29.png 2018-09-18T18:10:57
faces_epoch_189.png 2018-09-18T18:10:57
faces_epoch_196.png 2018-09-18T18:10:57
faces_epoch_129.png 2018-09-18T18:10:57
faces_epoch_152.png 2018-09-18T18:10:57
faces_epoch_3.png 2018-09-18T18:10:57
faces_epoch_1.png 2018-09-18T18:10:57
faces_epoch_54.png 2018-09-18T18:10:57
faces_epoch_186.png 2018-09-18T18:10:57
faces_epoch_117.png 2018-09-18T18:10:57
faces_epoch_17.png 2018-09-18T18:10:57
faces_epoch_42.png 2018-09-18T18:10:57
faces_epoch_37.png 2018-09-18T18:10:57
faces_epoch_48.png 2018-09-18T18:10:57
faces_epoch_67.png 2018-09-18T18:10:57
faces_epoch_179.png 2018-09-18T18:10:57
faces_epoch_177.png 2018-09-18T18:10:57
faces_epoch_6.png 2018-09-18T18:10:57
faces_epoch_197.png 2018-09-18T18:10:57
faces_epoch_79.png 2018-09-18T18:10:57
faces_epoch_103.png 2018-09-18T18:10:57
faces_epoch_44.png 2018-09-18T18:10:57
faces_epoch_118.png 2018-09-18T18:10:57
faces_epoch_89.png 2018-09-18T18:10:57
faces_epoch_2.png 2018-09-18T18:10:57
faces_epoch_170.png 2018-09-18T18:10:57
faces_epoch_98.png 2018-09-18T18:10:57
faces_epoch_99.png 2018-09-18T18:10:57
faces_epoch_114.png 2018-09-18T18:10:57
faces_epoch_140.png 2018-09-18T18:10:57
faces_epoch_61.png 2018-09-18T18:10:57
faces_epoch_31.png 2018-09-18T18:10:57
faces_epoch_101.png 2018-09-18T18:10:57
faces_epoch_46.png 2018-09-18T18:10:57
faces_epoch_66.png 2018-09-18T18:10:57
faces_epoch_55.png 2018-09-18T18:10:57
faces_epoch_28.png 2018-09-18T18:10:57
faces_epoch_38.png 2018-09-18T18:10:57
faces_epoch_123.png 2018-09-18T18:10:57
faces_epoch_57.png 2018-09-18T18:10:57
faces_epoch_138.png 2018-09-18T18:10:57
faces_epoch_161.png 2018-09-18T18:10:57
faces_epoch_14.png 2018-09-18T18:10:56
faces_epoch_109.png 2018-09-18T18:10:56
faces_epoch_69.png 2018-09-18T18:10:56
faces_epoch_73.png 2018-09-18T18:10:56