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639 Commits

Author SHA1 Message Date
blessedcoolant
1a9f552a75 experimental: Add CV2 Infill 2023-09-02 04:48:18 +12:00
user1
74bfb5e1f9 First commit of separate node for IP-Adapter. 
And it own dataclasses for passing info.
 2023-08-31 23:07:15 -07:00
Lincoln Stein
10e4d8b72d fix second place where __annotations__ called 2023-08-31 23:49:08 -04:00
Lincoln Stein
6c2786201b
Update invokeai/app/invocations/baseinvocation.py 
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
 2023-08-31 23:45:19 -04:00
Kevin Turner
bc1bce18b0 Merge branch 'main' into feat/taesd 2023-08-31 20:26:10 -07:00
Lincoln Stein
2cb57ef301 fix baseinvocation call to __attribute__ to work with py3.9 2023-08-31 23:11:54 -04:00
blessedcoolant
6f162c5dec experimental: Dilate mask if blurred in Color Correction 2023-09-01 11:12:30 +12:00
psychedelicious
ed72d51969 fix(nodes): fix primitives defaults for collections 2023-08-31 13:22:31 +10:00
user1
79db0e9e93 More cleanup after rebasing to main. 2023-08-30 18:29:06 -07:00
Sergey Borisov
d5267357b1 Pad conditioning tensors from clip and clip2 in sdxl 2023-08-30 21:28:40 -04:00
Sergey Borisov
e085eb63bd Check noise and latents shapes, more informative error 2023-08-30 21:28:40 -04:00
user1
0c17f8604f Resolving rebase conflict, redirecting control imports to invocations/control_adapter 2023-08-30 17:35:31 -07:00
user1
054edc4077 Oops, forgot to add control_adapter.py for control nodes in last refactor commit 2023-08-30 17:31:46 -07:00
user1
5a9993772d Added ip_adapter_strength parameter to adjust weighting of IP-Adapter's added cross-attention layers 2023-08-30 17:28:30 -07:00
user1
f2cd9e9ae2 Working POC for IP-Adapters. Not fully nodified yet, lots of caveats, hardwired model paths, etc. 2023-08-30 17:28:30 -07:00
psychedelicious
24d44ca559 feat(nodes): add scheduler invocation 2023-08-30 22:35:47 +10:00
psychedelicious
044d4c107a feat(nodes): move all invocation metadata (type, title, tags, category) to decorator 
All invocation metadata (type, title, tags and category) are now defined in decorators.

The decorators add the `type: Literal["invocation_type"]: "invocation_type"` field to the invocation.

Category is a new invocation metadata, but it is not used by the frontend just yet.

- `@invocation()` decorator for invocations

```py
@invocation(
    "sdxl_compel_prompt",
    title="SDXL Prompt",
    tags=["sdxl", "compel", "prompt"],
    category="conditioning",
)
class SDXLCompelPromptInvocation(BaseInvocation, SDXLPromptInvocationBase):
    ...
```

- `@invocation_output()` decorator for invocation outputs

```py
@invocation_output("clip_skip_output")
class ClipSkipInvocationOutput(BaseInvocationOutput):
    ...
```

- update invocation docs
- add category to decorator
- regen frontend types
 2023-08-30 18:35:12 +10:00
psychedelicious
ae05d34584 fix(nodes): fix uploading image metadata retention 
was causing failure to save images
 2023-08-30 14:52:50 +10:00
psychedelicious
0ed6a141f1
Merge branch 'main' into feat/nodes-phase-5 2023-08-30 11:15:34 +10:00
Sergey Borisov
ca15b8b33e Fix wrong timestep selection in some cases(dpmpp_sde) 2023-08-30 03:40:59 +03:00
blessedcoolant
258b0814a8 Merge branch 'main' into feat/nodes-phase-5 2023-08-30 02:33:49 +12:00
Sergey Borisov
121396f844 Fix tokenization log for sd models 2023-08-29 17:07:33 +03:00
blessedcoolant
a1398dec91 Merge branch 'main' into pr/4112 2023-08-29 12:56:59 +12:00
blessedcoolant
d0c74822eb resolve: Merge conflicts 2023-08-29 12:08:00 +12:00
blessedcoolant
383d008529 Merge branch 'main' into feat/nodes-phase-5 2023-08-29 12:05:28 +12:00
blessedcoolant
6db19a8dee fix: Connection type on Seamless Node VAE Input 2023-08-29 04:15:15 +12:00
blessedcoolant
ef58635a76 chore: black lint 2023-08-29 04:04:03 +12:00
StAlKeR7779
cd548f73fd
Merge branch 'main' into feat_compel_and 2023-08-28 18:31:41 +03:00
Kent Keirsey
421f5b7d75 Seamless Updates 2023-08-28 08:43:08 -04:00
blessedcoolant
3ef36707a8 chore: Black lint 2023-08-28 23:10:00 +12:00
Kent Keirsey
b9731cb434
Merge branch 'main' into Seamless 2023-08-28 00:12:23 -04:00
Kent Keirsey
1f476692da Seamless fixes 2023-08-28 00:10:46 -04:00
Kent Keirsey
5fdd25501b updates per stalkers comments 2023-08-27 22:54:53 -04:00
StAlKeR7779
ef3bf2803f
Merge branch 'main' into feat_compel_and 2023-08-28 04:11:35 +03:00
Kent Keirsey
19e0f360e7 Fix vae fields 2023-08-27 15:05:10 -04:00
Kent Keirsey
ea40a7844a add VAE 2023-08-27 14:53:57 -04:00
Kent Keirsey
c6d00387a7 Revert old latent changes, update seamless 2023-08-27 14:15:37 -04:00
Kent Keirsey
3de45af734 updates 2023-08-27 14:13:00 -04:00
Sergey Borisov
526c7e7737 Provide antialias argument as behaviour will be changed in future(deprecation warning) 2023-08-27 20:04:55 +03:00
Sergey Borisov
1811b54727 Provide metadata to image creation call 2023-08-27 20:03:53 +03:00
Kent Keirsey
95883c2efd Add Initial (non-working) Seamless Implementation 2023-08-27 12:29:11 -04:00
blessedcoolant
71c3955530 feat: Add Scale Before Processing To Canvas Txt2Img / Img2Img (w/ SDXL) 2023-08-27 08:26:23 +12:00
blessedcoolant
3f8d17d6b7 chore: Black linting 2023-08-27 06:17:08 +12:00
blessedcoolant
249048aae7 fix: Reorder DenoiseMask socket fields 2023-08-27 06:14:35 +12:00
blessedcoolant
c923d094c6 rename: Inpaint Mask to Denoise Mask 2023-08-27 05:50:13 +12:00
blessedcoolant
e9633a3adb Merge branch 'main' into fix/inpaint_gen 2023-08-27 02:54:19 +12:00
Kevin Turner
dff466244d Merge remote-tracking branch 'origin/main' into feat/taesd 
# Conflicts:
#	invokeai/app/invocations/latent.py
 2023-08-25 15:21:47 -07:00
maryhipp
e6fd1c3d1f add optional field to type 2023-08-25 00:09:16 +10:00
psychedelicious
7d1942e9f0 feat: workflow saving and loading 2023-08-24 21:42:32 +10:00
Millun Atluri
65feb92286
Merge branch 'main' into feat_compel_and 2023-08-24 17:38:35 +10:00
psychedelicious
79df46bad2 chore: flake8 2023-08-23 23:05:29 -04:00
blessedcoolant
2ba52b8921 fix: File Tile Infill being broken 2023-08-23 23:05:29 -04:00
blessedcoolant
49892faee4 experimental: LaMa Infill 2023-08-23 23:05:29 -04:00
blessedcoolant
f3b293b5cc feat: Add Blank Image Node 2023-08-23 23:06:42 +10:00
psychedelicious
cd73085eb9 feat(nodes): add ui_order node field attribute 
used by UI to sort fields in workflow editor
 2023-08-23 23:06:42 +10:00
psychedelicious
5fc60d0539 fix(nodes): id field is not an InputField 2023-08-23 23:06:42 +10:00
psychedelicious
d95773f50f Revert "feat(nodes): make fields that accept connection input optional in OpenAPI schema" 
This reverts commit 7325cbdd250153f347e3782265dd42783f7f1d00.
 2023-08-21 19:17:36 +10:00
psychedelicious
bf04e913c2 feat(nodes): make primitive outputs not optional, fix primitive invocation defaults 2023-08-21 19:17:36 +10:00
psychedelicious
37dc2d9d4d feat(nodes): update vae node tags 2023-08-21 19:17:36 +10:00
psychedelicious
6e1ddb671e feat(nodes): make fields that accept connection input optional in OpenAPI schema 
Doing this via `BaseInvocation`'s `Config.schema_extra()` means all clients get an accurate OpenAPI schema.

Shifts the responsibility of correct types to the backend, where previously it was on the client.
 2023-08-21 19:17:36 +10:00
psychedelicious
496a2db15c feat(nodes): make id, type required in BaseInvocation, BaseInvocationOutput 
Doing this via these classes' `Config.schema_extra()` method makes it unintrusive and clients will get the correct types for these properties.

Shifts the responsibility of correct types to the backend, where previously it was on the client.
 2023-08-21 19:17:36 +10:00
psychedelicious
5292eda0e4 feat(nodes): remove "Loader" from model nodes 
They are not loaders, they are selectors - remove this to reduce confusion.
 2023-08-21 19:17:36 +10:00
psychedelicious
484b572023 feat(nodes): primitives have value instead of a as field names 2023-08-21 19:17:36 +10:00
psychedelicious
3d84e7756a fix(nodes): fix field names 2023-08-21 19:17:36 +10:00
psychedelicious
98431b3de4 feat: add Scheduler as field type 
- update node schemas
- add `UIType.Scheduler`
- add field type to schema parser, input components
 2023-08-21 19:17:36 +10:00
psychedelicious
0909812c84 chore: black 2023-08-21 19:17:15 +10:00
psychedelicious
66c0aea9e7 fix(nodes): removed duplicate node 2023-08-21 19:17:15 +10:00
Damian Stewart
2bcded78e1 add BlendInvocation 2023-08-21 19:17:15 +10:00
Sergey Borisov
beb3e5aeb7 Report correctly to compel if we want get pooled in future(affects blend computation) 2023-08-21 19:05:40 +10:00
Kevin Turner
6f9c1c6d4e Merge remote-tracking branch 'origin/dep/diffusers020' into feat/taesd 
# Conflicts:
#	invokeai/app/invocations/latent.py
 2023-08-18 14:19:27 -07:00
Kevin Turner
811c82a677 lint: formatting 2023-08-18 14:06:14 -07:00
Kevin Turner
4f0e43ec1b fix(TAESD): correct usage of singledispatchmethod so normal VAE still works 2023-08-18 14:05:12 -07:00
Millun Atluri
3798c8bdb0
Merge branch 'main' into feat_compel_and 2023-08-18 17:04:03 +10:00
psychedelicious
c49851e027 chore: minor cleanup after merge & flake8 2023-08-18 16:05:39 +10:00
psychedelicious
3c43594c26 Merge branch 'main' into fix/inpaint_gen 2023-08-18 15:57:48 +10:00
Martin Kristiansen
537ae2f901 Resolving merge conflicts for flake8 2023-08-18 15:52:04 +10:00
Kevin Turner
8611ffe32d feat(TAESD): support TAESD — Tiny Autoencoder for Stable Diffusion 2023-08-17 20:08:53 -07:00
Sergey Borisov
cfd827cfad Added node for creating mask inpaint 2023-08-18 04:07:40 +03:00
blessedcoolant
b213335316 feat: Add InpaintMask Field type 2023-08-18 04:54:23 +12:00
Sergey Borisov
ff5c725586 Update mask field type 2023-08-17 19:35:03 +03:00
Sergey Borisov
bf0dfcac2f Add inapint mask field class 2023-08-17 19:19:07 +03:00
psychedelicious
43b30355e4 feat: make primitive node titles consistent 2023-08-16 23:04:36 +10:00
psychedelicious
2b7dd3e236 feat: add missing primitive collections 
- add missing primitive collections
- remove `Seed` and `LoRAField` (they don't exist)
 2023-08-16 09:54:38 +10:00
psychedelicious
fa884134d9 feat: rename ui_type_hint to ui_type 
Just a bit more succinct while not losing any clarity.
 2023-08-16 09:54:38 +10:00
psychedelicious
c48fd9c083 feat(nodes): refactor parameter/primitive nodes 
Refine concept of "parameter" nodes to "primitives":
- integer
- float
- string
- boolean
- image
- latents
- conditioning
- color

Each primitive has:
- A field definition, if it is not already python primitive value. The field is how this primitive value is passed between nodes. Collections are lists of the field in node definitions. ex: `ImageField` & `list[ImageField]`
- A single output class. ex: `ImageOutput`
- A collection output class. ex: `ImageCollectionOutput`
- A node, which functions to load or pass on the primitive value. ex: `ImageInvocation` (in this case, `ImageInvocation` replaces `LoadImage`)

Plus a number of related changes:
- Reorganize these into `primitives.py`
- Update all nodes and logic to use primitives
- Consolidate "prompt" outputs into "string" & "mask" into "image" (there's no reason for these to be different, the function identically)
- Update default graphs & tests
- Regen frontend types & minor frontend tidy related to changes
 2023-08-16 09:54:38 +10:00
psychedelicious
f49fc7fb55 feat: node editor 
squashed rebase on main after backendd refactor
 2023-08-16 09:54:38 +10:00
psychedelicious
9d3cd85bdd chore: black 2023-08-14 13:02:33 +10:00
Sergey Borisov
409e5d01ba Fix cpu_only schedulers(unipc) 2023-08-14 05:14:05 +03:00
Sergey Borisov
d63bb39475 Make dpmpp_sde(_k) use not random seed 2023-08-14 00:24:38 +03:00
Sergey Borisov
59ba9fc0f6 Flip bits in seed for sde/ancestral schedulers to have different noise from initial 2023-08-13 19:50:16 +03:00
Sergey Borisov
6e0beb1ed4 Fixes for second order scheduler timesteps 2023-08-13 19:31:47 +03:00
Sergey Borisov
94636ddb03 Fix empty prompt handling 2023-08-13 19:31:14 +03:00
blessedcoolant
499e89d6f6 feat: Add SDXL Negative Aesthetic Score 2023-08-14 04:02:36 +12:00
blessedcoolant
561951ad98 chore: Black linting 2023-08-13 21:28:39 +12:00
blessedcoolant
f296e5c41e wip: Remove MaskBlur / Adjust color correction 2023-08-12 20:54:30 +12:00
blessedcoolant
6034fa12de feat: Add Mask Blur node 2023-08-12 16:20:58 +12:00
Sergey Borisov
ce3675fc14 Apply denoising_start/end according on timestep value 2023-08-12 03:19:49 +03:00
blessedcoolant
f343ab0302 wip: Port Outpainting to new backend 2023-08-12 06:15:59 +12:00
Sergey Borisov
f3ae52ff97 Fix error at high denoising_start, fix unipc(cpu_only) 2023-08-11 15:46:16 +03:00
blessedcoolant
7c0023ad9e feat: Remove TextToLatents / Rename Latents To Latents -> DenoiseLatents 2023-08-11 22:20:37 +12:00
blessedcoolant
231e665675 Merge branch 'main' into feat/refactor_generation_backend 2023-08-11 20:53:38 +12:00
Sergey Borisov
2ef6a8995b Temporary force set vae to same precision as unet 2023-08-10 18:01:58 -04:00
psychedelicious
49cce1eec6 feat: add app_version to image metadata 2023-08-10 14:22:39 +10:00
Sergey Borisov
e9ec5ab85c Apply requested changes 
Co-Authored-By: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
 2023-08-10 06:19:22 +03:00
Sergey Borisov
17fed1c870 Fix merge conflict errors 2023-08-10 05:03:33 +03:00
Sergey Borisov
ade78b9591 Merge branch 'main' into feat/refactor_generation_backend 2023-08-10 04:32:16 +03:00
Martin Kristiansen
c8fbaf54b6 Add self.min, not self.max 2023-08-10 09:59:22 +10:00
Sergey Borisov
b4a74f6523 Add MaskEdge and ColorCorrect nodes 
Co-Authored-By: Kent Keirsey <31807370+hipsterusername@users.noreply.github.com>
 2023-08-08 23:57:02 +03:00
Sergey Borisov
f7aec3b934 Move conditioning class to backend 2023-08-08 23:33:52 +03:00
Sergey Borisov
a7e44678fb Remove legacy/unused code 2023-08-08 20:49:01 +03:00
Sergey Borisov
da0184a786 Invert mask, fix l2l on no mask conntected, remove zeroing latents on zero start 2023-08-08 20:01:49 +03:00
Sergey Borisov
96b7248051 Add mask to l2l 2023-08-08 18:50:36 +03:00
Sergey Borisov
5f29526a8e Add seed to latents field 2023-08-08 04:00:33 +03:00
Sergey Borisov
492bfe002a Remove sdxl t2l/l2l nodes 2023-08-08 03:38:42 +03:00
Kevin Turner
25c669b1d6 Merge remote-tracking branch 'origin/main' into refactor/remove_unused_pipeline_methods 2023-08-07 13:03:10 -07:00
Sergey Borisov
1db2c93f75 Fix preview, inpaint 2023-08-07 21:27:32 +03:00
Sergey Borisov
2539e26c18 Apply denoising_start/end, add torch-sdp to memory effictiend attention func 2023-08-07 19:57:11 +03:00
Sergey Borisov
b0738b7f70 Fixes, zero tensor for empty negative prompt, remove raw prompt node 2023-08-07 18:37:06 +03:00
Jonathan
ae17d01e1d
Fix hue adjustment (#4182) 
* Fix hue adjustment

Hue adjustment wasn't working correctly because color channels got swapped. This has now been fixed and we're using PIL rather than cv2 to do the RGBA->HSV->RGBA conversion. The range of hue adjustment is also the more typical 0..360 degrees.
 2023-08-06 23:23:51 +00:00
Kevin Turner
6487e7d906 refactor(diffusers_pipeline): remove unused ModelGroup 🚮 
orphaned since #3550 removed the LazilyLoadedModelGroup code, probably unused since ModelCache took over responsibility for sequential offload somewhere around #3335.
 2023-08-05 21:50:52 -07:00
Kevin Turner
77033eabd3 refactor(diffusers_pipeline): remove unused precision 🚮 2023-08-05 21:50:52 -07:00
Sergey Borisov
9aaf67c5b4 wip 2023-08-06 05:05:25 +03:00
psychedelicious
b8b589c150 fix(nodes): fix hsl nodes rebase conflict 2023-08-06 09:57:49 +10:00
Kent Keirsey
d93900a8de Added HSL Nodes 2023-08-06 09:57:49 +10:00
Lincoln Stein
6ad565d84c folded in changes from 4099 2023-08-04 18:24:47 -04:00
Sergey Borisov
04229082d6 Provide ti name from model manager, not from ti itself 2023-08-04 18:24:47 -04:00
StAlKeR7779
0d3c27f46c Fix typo 
Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
 2023-08-04 11:44:56 -04:00
Sergey Borisov
cff91f06d3 Add lora apply in sdxl l2l node 2023-08-04 11:44:56 -04:00
Lincoln Stein
1d5d187ba1 model probe detects sdxl lora models 2023-08-04 11:44:56 -04:00
Sergey Borisov
1ac14a1e43 add sdxl lora support 2023-08-04 11:44:56 -04:00
psychedelicious
bf94412d14 feat: add multi-select to gallery 
multi-select actions include:
- drag to board to move all to that board
- right click to add all to board or delete all

backend changes:
- add routes for changing board for list of image names, deleting list of images
- change image-specific routes to `images/i/{image_name}` to not clobber other routes (like `images/upload`, `images/delete`)
- subclass pydantic `BaseModel` as `BaseModelExcludeNull`, which excludes null values when calling `dict()` on the model. this fixes inconsistent types related to JSON parsing null values into `null` instead of `undefined`
- remove `board_id` from `remove_image_from_board`

frontend changes:
- multi-selection stuff uses `ImageDTO[]` as payloads, for dnd and other mutations. this gives us access to image `board_id`s when hitting routes, and enables efficient cache updates.
- consolidate change board and delete image modals to handle single and multiples
- board totals are now re-fetched on mutation and not kept in sync manually - was way too tedious to do this
- fixed warning about nested `<p>` elements
- closes #4088 , need to handle case when `autoAddBoardId` is `"none"`
- add option to show gallery image delete button on every gallery image

frontend refactors/organisation:
- make typegen script js instead of ts
- enable `noUncheckedIndexedAccess` to help avoid bugs when indexing into arrays, many small changes needed to satisfy TS after this
- move all image-related endpoints into `endpoints/images.ts`, its a big file now, but this fixes a number of circular dependency issues that were otherwise felt impossible to resolve
 2023-08-03 11:46:59 +10:00
Lincoln Stein
e7d9e552a7
Merge branch 'main' into feat_compel_and 2023-08-01 07:20:25 -04:00
Brandon Rising
f5ac73b091 Merge branch 'main' into feat/onnx 2023-07-31 10:58:40 -04:00
Damian Stewart
d2c55dc011 enable .and() syntax and long prompts 2023-07-30 14:20:59 +02:00
blessedcoolant
6d82a1019a fix: Black linting 2023-07-29 17:34:43 +12:00
blessedcoolant
bee678fdd1 fix: Prompt Node using incorrect output type 2023-07-29 17:12:25 +12:00
blessedcoolant
aae1670080 fix: Incorrect Prompt Node output type 2023-07-29 16:04:19 +12:00
blessedcoolant
8a0e1b6cfc feat: Create Prompt Input Node 2023-07-29 15:52:37 +12:00
Brandon Rising
6ca0c38ee3 Merge branch 'main' into feat/onnx 2023-07-28 22:06:28 -04:00
ZachNagengast
2164674b01 Black format 2023-07-28 07:49:29 -07:00
Lincoln Stein
e342ca872f fix to work on non-MPS systems 2023-07-28 10:27:49 -04:00
Brandon Rising
da751da3dd Merge branch 'main' into feat/onnx 2023-07-28 09:59:35 -04:00
Brandon Rising
2b7b3dd4ba Run python black 2023-07-28 09:46:44 -04:00
ZachNagengast
ddaf753f7b Merge branch 'set-timestep-mps-fix' of ssh://github.com/ZachNagengast/InvokeAI into set-timestep-mps-fix 2023-07-27 23:40:44 -07:00
ZachNagengast
e6d14c708c Fix variable name 2023-07-27 23:40:23 -07:00
Millun Atluri
7f81a95b20
Merge branch 'main' into set-timestep-mps-fix 2023-07-28 16:12:07 +10:00
ZachNagengast
aa1f827271 Fix unet_info location, can have no device prop 2023-07-27 14:47:09 -07:00
ZachNagengast
6edeb4e072 Pass device to set_timestep to avoid float64 error 2023-07-27 12:52:18 -07:00
Brandon Rising
1ea9ba84f5 Release session if applying ti or lora 2023-07-27 15:20:38 -04:00
Lincoln Stein
0d8f9cbe55 resolved conflicts with main 2023-07-27 15:11:25 -04:00