An analysis of generative adversarial networks and variants for image synthesis on MNIST dataset
Keyang Cheng, Rabia Tahir, Lubamba Kasangu Eric, Maozhen Li
Topics & Concepts
MNIST databaseDiscriminatorComputer scienceGenerator (circuit theory)Benchmark (surveying)Generative grammarImage (mathematics)Artificial intelligenceDeep learningField (mathematics)Image qualityQuality (philosophy)Machine learningGenerative adversarial networkImage synthesisPattern recognition (psychology)Computer engineeringPower (physics)MathematicsTelecommunicationsDetectorGeographyPhilosophyPure mathematicsEpistemologyPhysicsGeodesyQuantum mechanicsGenerative Adversarial Networks and Image SynthesisAdvanced Image Processing TechniquesDigital Media Forensic Detection