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The new view is terrible, although reconstruction is good #21

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BCL123456-BAL opened this issue Mar 10, 2023 · 3 comments
Open

The new view is terrible, although reconstruction is good #21

BCL123456-BAL opened this issue Mar 10, 2023 · 3 comments

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@BCL123456-BAL
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  1. Render novel views of the given image:
    the source image:
    0

the new view:
gif

the reconstruction:
reconstruction

the hybrid optimization:
gif
grid

Does anyone know how to improve it

@955999979
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Hello, I'm having the same problem as you. Even though I use the pre-trained model provided by the author, the resulting new perspective image is still very different from the input image. Have you solved this problem?

@BCL123456-BAL
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The image is cropped to conform to the cropping standard of the celebA dataset.

@955999979
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955999979 commented Nov 6, 2023

The image is cropped to conform to the cropping standard of the celebA dataset.

Hello, I noticed that images in the img_align_celeba dataset are aligned and cropped.

1
1 376980869549081_1 669499285871014
1 565810188447282_1 970671999595223
1 769802481867977_1 6106234654332232

The above is the result of my testing using the pre trained model provided by the author. The face in the test image is centered, with a size of 128 * 128, but the generated image is still not very similar, and the eyes are always looking down. Is it a problem with the input image?
I tested using images from the ffhq dataset(128*128) ,and found that the two individuals are similar and had normal eye angles,so it should not be a problem with image size. So what specific requirements do the input dataset need to meet? Looking forward to your reply, thank you!

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