Fangneng Zhan

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not sure about the problem. Here I provide a sample of generated image & gt: ![0_0](https://user-images.githubusercontent.com/21986728/175816773-f74b64c4-2cd7-4865-acdf-eec483fd606c.png) ![0_0](https://user-images.githubusercontent.com/21986728/175816778-9092ebab-9f0f-4a1d-982c-27e621d3368c.jpg)

It is the first sample in https://github.com/fnzhan/UNITE/blob/main/data/deepfashion_ref_test.txt

> Hi @TomoshibiAkira , it is really a valuable discussion! May I know if you validate the performance of f=8 without Gumbel? Actually, I just want to see the effect...

@TomoshibiAkira @crowsonkb Thanks for sharing your insight, I am working on it recently and will update if concrete conclusion is reached.

> Hi @EmaadKhwaja , I am preparing a paper regarding to it. Here is a brief observation: comparing original VQ and GumbelVQ (both f=16), the improvement with Gumbel tends to...

when the pytorch implementation can be released? Looking forward to it. @onlineplay

We designed some 3D scenes in blender to conduct the object insertion, please refer to 3D Object Insertion & Rendering of this repo.

> I haven't used Unity, Is there a difference for the HDR in Blender and Unity?

There is some trick for the training. I first overfit the model in a small dataset, then train it on the full dataset. Thanks to the intellectual property of the...

> Besides, could you provide your G model, which generate the Panorama? and,could you teach me how can i put the object in the `exr` scene. when i do it...