* webui: detect scoped-down GPU environment
check if we're using a scoped-down GPU environment (pynvml does not listen to CUDA_VISIBLE_DEVICES) so that we can measure memory on the correct GPU
* remove unnecessary import
* Perform masked image restoration when using GFPGAN or RealESRGAN, fixing #947.
Also fixes bug in image display when using masked image restoration with RealESRGAN.
When the image is upscaled using RealESRGAN the image restoration can not use the
original image because it has wrong resolution. In this case the image restoration
will restore the non-regenerated parts of the image with an RealESRGAN upscaled
version of the original input image.
Modifications from GFPGAN or color correction in (un)masked parts are also restored
to the original image by mask blending.
* Update scripts/webui.py
Co-authored-by: Thomas Mello <work.mello@gmail.com>
color correction is already used for loopback to prevent color drift with the first image as correction target.
the option allows to use the color correction even without loopback mode.
it helps keeping the colors similar to the input image.
* Add mask_restore option to give users the option to restore images based on mask, fixing #665.
Before commit c73fdd78 (Implement masking during sampling to improve blending, #308)
image mask was applied after sampling, resulting in masked parts that are not regenerated
to actually stay the same.
Since c73fdd78 the masked img2img will change the whole image, even in masked areas.
It gives better looking results at first glance, but will result in image degredation when
applied a few times. See issue #665.
In the workflow of using repeated masked img2img, users may want to use this options to keep the parts
of image they actually want to keep without image degradation. A final masked img2img or whole image img2img with mask_restore disabled
will give the better blending of "Implement masking during sampling".
* revert changes of a7be43ba in change_image_editor_mode
* fix ui_functions.change_image_editor_mode by adding gr.update to the end of the list it returns
* revert inserted newlines and whitespaces to match format of previous code
* improve caption of new option mask_restore
"Only modify regenerated parts of image"
* fix ui_functions.change_image_editor_mode by adding gr.update to the end of the list it returns
an old copy of the function exists in webui.py, this superflous function mistakenly was changed by the earlier commit b6a9e16b
* remove unused functions that are near duplicates of functions in ui_functions.py
* Metadata cleanup - Maintain metadata within UI
This commit, when combined with Gradio 3.2.1b1+, maintains image
metadata as an image is passed throughout the UI. For example,
if you generate an image, send it to Image Lab, upscale it, fix faces,
and then drag the resulting image back in to Image Lab, it will still
remember the image generation parameters.
When the image is saved, the metadata will be stripped from it if
save-metadata is not enabled. If the image is saved by *dragging*
out of the UI on to the filesystem it may maintain its metadata.
Note: I have ran into UI responsiveness issues with upgrading Gradio.
Seems there may be some Gradio queue management issues. *Without* the
gradio update this commit will maintain current functionality, but
will not keep meetadata when dragging an image between UI components.
* Move ImageMetadata into its own file
Cleans up webui, enables webui_streamlit et al to use it as well.
* Fix typo
Displays the current device info at the bottom of the page.
For users who run multiple instances of `sd-webui` on the same system (for multiple GPUs), it helps to know which of the active `CUDA_VISIBLE_DEVICES` is being used.
