CycleGAN
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junyanz
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
I have a question on the implement of PatchGAN. In the Section 3.2.2 of the paper, it said > We run this discriminator convolutationally across the image, averaging all responses...
Hi, Thanks for making this available. I am trying out styles transfer (Normal and Night mode) for a off shore environment. The objects in focus are ships and thus quite...
I cannot install prerequisite class via luarocks. I get the following errors: luarocks install class Installing https://raw.githubusercontent.com/torch/rocks/master/class-scm-1.rockspec... Using https://raw.githubusercontent.com/torch/rocks/master/class-scm-1.rockspec... switching to 'build' mode Missing dependencies for class: argcheck >= 1...
Hello everyone, I am using the CycleGAN model on my horse2zebra dataset. I always get good results during training but when I am testing the model with some new images...
Hello, I have a question. How many images in the training dataset can be used to train an effective model? For example, domain X has 6000 undistorted images, domain Y...
[Epoch 19/100] [Batch 1000/1215] [D loss: 0.293148, acc: 50%] [G loss: 9.813908, adv: 0.785160, recon: 0.088106, id: 0.103994] time: 2:27:21.693716 [Epoch 20/100] [Batch 500/1215] [D loss: 0.236037, acc: 63%] [G...
If the source domain X contains high resolution images with a lot of scenes, such as animal, portraint, plant, landscape, architecture and so on, but the target domain Y contains...
I've done the tutorial to generate Paul Cézanne style images: But i can't get the result in ./results/style_cezanne_pretrained/latest_test/index.html.And There is no results folder exists.I don't know the reason.Thank you!Wait for...
Hello. I tried the pytorch Cycle-Consistent GAN code for the task of translating synthetic foot images to real foot images. I gathered my own training data and performed several experiments....