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All Projects → rubelchowdhury20 → Neural-Re-Rendering-of-Humans-from-a-Single-Image

rubelchowdhury20 / Neural-Re-Rendering-of-Humans-from-a-Single-Image

Licence: MIT License
Pytorch implementation of the paper, Neural re-rendering of humans from a single image.

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pix2pixhdvirtual-try-ondenseposedetectron2atlas-texturenormal-texture

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Neural Re-rendering of Humans from a Single Image

Paper

The code was implemented for the Garment Transfer obejctive, where top cloth of the source image was rendered on the target image.

The improvement of the code with the hyper-parameter tunings are under process. The inferenece code with better results will be updated soon.

Results:

Sample Results from training using the LIP dataset:

result_1 result_2

Architecture:

architecture

Dataset:

The LIP dataset(Image-based Multi-pose Virtual Try On) was used to train the model.

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