Commit Graph

13 Commits

Author SHA1 Message Date
Lincoln Stein
1a0cf1320b improve behavior and fix bugs in CLI history handling and completion
-if readline.set_auto_history() is not implemented, as in pyreadline3, will fall
back gracefully to automatic history saving. The only issue with this is that
-!history commands will be recorded in the history.
-!fetch on missing file no longer crashes script
-!history is now one of the autocomplete commands
-.dream_history now stored in output directory rather than ~user directory.

An important limitation of the last feature is that the history is
loaded and saved to the .dream_history file in the --outdir directory
specified at script launch time. It is not swapped around when the
--outdir is changed during the session.
2022-10-01 15:24:04 -04:00
Lincoln Stein
fe28c5fbdc add documentation 2022-10-01 15:21:57 -04:00
Lincoln Stein
8c9f2ae705 fix duplicate files created during upscaling/facial reconstruction
- When --save_orig *not* provided during image generation with
  upscaling/face fixing, an extra image file was being created. This
  PR fixes the problem.

- Also generalizes the tab autocomplete for image paths such that
  autocomplete searches the output directory for all path-modifying
  options except for --outdir.
2022-09-29 17:29:04 -04:00
Lincoln Stein
743342816b add documentation and bug fixes
- normalized how filenames are written out when postprocessing invoked
- various fixes of bugs encountered during testing
- updated documentation
- updated help text
2022-09-28 14:56:51 -04:00
Lincoln Stein
fe00a8c05c implement history viewing & replaying in CLI
- Enhance tab completion functionality
- Each of the switches that read a filepath (e.g. --init_img) will trigger file path completion. The
  -S switch will display a list of recently-used seeds.
- Added new !fetch command to retrieve the metadata from a previously-generated image and populate the
  readline linebuffer with the appropriate editable command to regenerate.
- Added new !history command to display previous commands and reload them for modification.
- The !fetch and !fix commands both autocomplete *and* search automatically through the current
  outdir for files.
- The completer maintains a list of recently used seeds and will try to autocomplete them.
2022-09-28 14:56:27 -04:00
Lincoln Stein
e8bb39370c add ability to post-process images from the CLI
- supports gfpgan, esrgan, codeformer and embiggen
- To use:
   dream> !fix ./outputs/img-samples/000056.292144555.png -ft gfpgan -U2 -G0.8
   dream> !fix ./outputs/img-samples/000056.292144555.png -ft codeformer -G 0.8
   dream> !fix ./outputs/img-samples/000056.29214455.png  -U4
   dream> !fix ./outputs/img-samples/000056.292144555.png -embiggen 1.5

   The first example invokes gfpgan to fix faces and esrgan to upscale.
   The second example invokes codeformer to fix faces, no upscaling
   The third example uses esrgan to upscale 4X
   The four example runs embiggen to enlarge 1.5X

- This is very preliminary work. There are some anomalies to note:
  1. The syntax is non-obvious. I would prefer something like:
     !fix esrgan,gfpgan
     !fix esrgan
     !fix embiggen,codeformer

     However, this will require refactoring the gfpgan and embiggen
     code.

   2. Images generated using gfpgan, esrgan or codeformer all are named
      "xxxxxx.xxxxxx.postprocessed.png" and the original is saved.
      However, the prefix is a new one that is not related to the
      original.

   3. Images generated using embiggen are named "xxxxx.xxxxxxx.png",
      and once again the prefix is new. I'm not sure whether the
      prefix should be aligned with the original file's prefix or not.
      Probably not, but opinions welcome.
2022-09-20 23:33:20 -04:00
Danny Beer
045aa7a9a3
Support color correction for img2img and inpainting (#613)
* Support color correction for img2img and inpainting, avoiding the shift to magenta seen when running images through img2img repeatedly.

* Fix docs for color correction

* add --init_color to prompt reconstruction

* For best results, the --init_color option should point to the *very first* image used in the sequence of img2img operations. Otherwise color correction will skew towards cyan.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-09-18 09:47:57 -04:00
Lincoln Stein
720e5cd651
Refactoring simplet2i (#387)
* start refactoring -not yet functional

* first phase of refactor done - not sure weighted prompts working

* Second phase of refactoring. Everything mostly working.
* The refactoring has moved all the hard-core inference work into
ldm.dream.generator.*, where there are submodules for txt2img and
img2img. inpaint will go in there as well.
* Some additional refactoring will be done soon, but relatively
minor work.

* fix -save_orig flag to actually work

* add @neonsecret attention.py memory optimization

* remove unneeded imports

* move token logging into conditioning.py

* add placeholder version of inpaint; porting in progress

* fix crash in img2img

* inpainting working; not tested on variations

* fix crashes in img2img

* ported attention.py memory optimization #117 from basujindal branch

* added @torch_no_grad() decorators to img2img, txt2img, inpaint closures

* Final commit prior to PR against development
* fixup crash when generating intermediate images in web UI
* rename ldm.simplet2i to ldm.generate
* add backward-compatibility simplet2i shell with deprecation warning

* add back in mps exception, addresses @vargol comment in #354

* replaced Conditioning class with exported functions

* fix wrong type of with_variations attribute during intialization

* changed "image_iterator()" to "get_make_image()"

* raise NotImplementedError for calling get_make_image() in parent class

* Update ldm/generate.py

better error message

Co-authored-by: Kevin Gibbons <bakkot@gmail.com>

* minor stylistic fixes and assertion checks from code review

* moved get_noise() method into img2img class

* break get_noise() into two methods, one for txt2img and the other for img2img

* inpainting works on non-square images now

* make get_noise() an abstract method in base class

* much improved inpainting

Co-authored-by: Kevin Gibbons <bakkot@gmail.com>
2022-09-05 20:40:10 -04:00
Kevin Gibbons
1714816fe2
remove support for batch_size from dream.py (#227)
* remove dream.py support for batch_size

* expect to get a single image
2022-08-30 22:30:12 -04:00
Lincoln Stein
a51e18ea98
resize initial image to match requested width and height, preserving aspect ratio. Closes #210. Closes #207 (#214) 2022-08-30 15:26:02 -04:00
Lincoln Stein
42ffcd7204 add the recently added commands to the readline command-line-completion list; fix command-line documentation bug, closing issue #188 2022-08-29 22:34:09 -04:00
Lincoln Stein
4f02b72c9c prettified all the code using "blue" at the urging of @tildebyte 2022-08-26 03:15:42 -04:00
Lincoln Stein
f1bed52530 moved dream utilities into their own subfolder 2022-08-25 22:49:15 -04:00