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ResearchFormerly WizWand

Image Generation on Steering Angle (test)

1.546Intra-FIDCcGAN
1.476441.945972.41552.88503Nov 15, 2020
Updated 8mo ago

Evaluation results

MethodLinks
CcGANHyper-parameter selection strategy=SVDL, Label input mechanism=ILI, Image resolution=64x64, Training iterations=30,000, Batch size=2562020.111.5461.131.15610.9334.4390.331
CcGANHyper-parameter selection strategy=HVDL, Label input mechanism=ILI, Image resolution=64x64, Training iterations=30,000, Batch size=2562020.111.6351.1521.15310.8684.5920.327
CcGANHyper-parameter selection strategy=SVDL, Label input mechanism=NLI, Image resolution=64x64, Training iterations=30,000, Batch size=2562020.111.8661.0981.00719.6783.9680.212
CcGANHyper-parameter selection strategy=HVDL, Label input mechanism=NLI, Image resolution=64x64, Training iterations=30,000, Batch size=2562020.111.9691.0930.99122.3223.5870.316
cGANLabel input mechanism=concat, Image resolution=64x64, Training iterations=30,000, Batch size=2562020.112.4461.7171.25541.6863.2510.255
cGANNumber of classes (binning)=210 classes, Image resolution=64x64, Training iterations=30,000, Batch size=2562020.113.2851.2960.60314.5962.5720.976