![]() A database in which a person appears both naked and dressed, in the same position, is extremely difficult to achieve, if not impossible. Paired datasets get better results and are the only choice if you want to get photorealistic results, but there are cases in which these datasets do not exist and they are impossible to create. If you are interested in the details of the network you can study this amazing project provided by NVIDIA.Ī GAN network can be trained using both paired and unpaired dataset. The algorithm uses a slightly modified version of the pix2pixHD GAN architecture. The input image should be 512px * 512px in size (parameters are provided to auto resize/scale your input).ĭreamPower uses an interesting method to solve a typical AI problem, so it could be useful for researchers and developers working in other fields such as fashion, cinema and visual effects. This will print out help on the parameters the algorithm accepts.
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