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https://github.com/aifsh/ace-comfyui
https://github.com/aifsh/ace-comfyui
Last synced: about 2 months ago
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- Host: GitHub
- URL: https://github.com/aifsh/ace-comfyui
- Owner: AIFSH
- License: apache-2.0
- Created: 2024-11-07T07:34:51.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2024-11-07T21:42:50.000Z (about 2 months ago)
- Last Synced: 2024-11-07T22:32:19.319Z (about 2 months ago)
- Language: Python
- Size: 14 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# ACE-ComfyUI
a custom node for [ACE](https://github.com/ali-vilab/ACE),mixin `['Facial Editing','Controllable Generation','Render Text',
'Style Transfer','Outpainting','Image Segmentation','Depth Estimation',
'Pose Estimation','Scribble Extraction','Mosaic','Edge map Extraction',
'Grayscale','Contour Extraction','Image Denoising','Inpainting',
'General Editing','Remove Text','Remove Object','Add Object','Style Transfer',
'Try On','Workflow']` 22 tasks in one [workflow](./doc/image_mask.json)
## 教程
- [镜像链接的配套教程](https://www.bilibili.com/video/BV1KDDQYtEJS/)
- [镜像链接](https://www.xiangongyun.com/image/detail/bc5525b9-511a-4a1a-8009-c196126059cc)，推荐使用因为flash-attention编译很慢，不信你就试试
- 新用户注册填写邀请码：[XLVYLW](https://www.xiangongyun.com/register/XLVYLW),送体验金
## Example
`in prompt_text,image auto be {iamge}`
|prompt_text|image_mask|image_mask1|image_mask2|output|
|--|--|--|--|--|
|`image let the man smile`||--|--||
|`"A person sits contemplatively on the ground, surrounded by falling autumn leaves. Dressed in a green sweater and dark blue pants, they rest their chin on their hand, exuding a relaxed demeanor. Their stylish checkered slip-on shoes add a touch of flair, while a black purse lies in their lap. The backdrop of muted brown enhances the warm, cozy atmosphere of the scene." , generate the photo that corresponds to the given scribble image.`||--|--||
|`Put the text "C A T" at the position marked by mask in the image`| |--|--||
|`edit image based on the style of image1`|||--||
|`Could the image be widened within the space designated by mask, while retaining the original?`||--|--||
|`image Segmentation`||--|--||
|`Eliminate noise interference in image and maximize the crispness to obtain superior high-definition quality`||--|--||
|`Refashion the mask portion of image in accordance with "A yellow egg with a smiling face painted on it"`||--|--||
|`Discard the contents of the mask area from image`||--|--||
## Use case
```
[
'Facial Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/e33edc106953.png?raw=true',
os.path.join(cache_dir, 'examples/e33edc106953.png')), None,
None, '{image} let the man smile', 6666
],
[
'Facial Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/5d2bcc91a3e9.png?raw=true',
os.path.join(cache_dir, 'examples/5d2bcc91a3e9.png')), None,
None, 'let the man in {image} wear sunglasses', 9999
],
[
'Facial Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/3a52eac708bd.png?raw=true',
os.path.join(cache_dir, 'examples/3a52eac708bd.png')), None,
None, '{image} red hair', 9999
],
[
'Facial Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/3f4dc464a0ea.png?raw=true',
os.path.join(cache_dir, 'examples/3f4dc464a0ea.png')), None,
None, '{image} let the man serious', 99999
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/131ca90fd2a9.png?raw=true',
os.path.join(cache_dir,
'examples/131ca90fd2a9.png')), None, None,
'"A person sits contemplatively on the ground, surrounded by falling autumn leaves. Dressed in a green sweater and dark blue pants, they rest their chin on their hand, exuding a relaxed demeanor. Their stylish checkered slip-on shoes add a touch of flair, while a black purse lies in their lap. The backdrop of muted brown enhances the warm, cozy atmosphere of the scene." , generate the image that corresponds to the given scribble {image}.',
613725
],
[
'Render Text',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/33e9f27c2c48.png?raw=true',
os.path.join(cache_dir, 'examples/33e9f27c2c48.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/33e9f27c2c48_mask.png?raw=true',
os.path.join(cache_dir,
'examples/33e9f27c2c48_mask.png')), None,
'Put the text "C A T" at the position marked by mask in the {image}',
6666
],
[
'Style Transfer',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/9e73e7eeef55.png?raw=true',
os.path.join(cache_dir, 'examples/9e73e7eeef55.png')), None,
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/2e02975293d6.png?raw=true',
os.path.join(cache_dir, 'examples/2e02975293d6.png')),
'edit {image} based on the style of {image1} ', 99999
],
[
'Outpainting',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/f2b22c08be3f.png?raw=true',
os.path.join(cache_dir, 'examples/f2b22c08be3f.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/f2b22c08be3f_mask.png?raw=true',
os.path.join(cache_dir,
'examples/f2b22c08be3f_mask.png')), None,
'Could the {image} be widened within the space designated by mask, while retaining the original?',
6666
],
[
'Image Segmentation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/db3ebaa81899.png?raw=true',
os.path.join(cache_dir, 'examples/db3ebaa81899.png')), None,
None, '{image} Segmentation', 6666
],
[
'Depth Estimation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/f1927c4692ba.png?raw=true',
os.path.join(cache_dir, 'examples/f1927c4692ba.png')), None,
None, '{image} Depth Estimation', 6666
],
[
'Pose Estimation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/014e5bf3b4d1.png?raw=true',
os.path.join(cache_dir, 'examples/014e5bf3b4d1.png')), None,
None, '{image} distinguish the poses of the figures', 999999
],
[
'Scribble Extraction',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/5f59a202f8ac.png?raw=true',
os.path.join(cache_dir, 'examples/5f59a202f8ac.png')), None,
None, 'Generate a scribble of {image}, please.', 6666
],
[
'Mosaic',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/3a2f52361eea.png?raw=true',
os.path.join(cache_dir, 'examples/3a2f52361eea.png')), None,
None, 'Adapt {image} into a mosaic representation.', 6666
],
[
'Edge map Extraction',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/b9d1e519d6e5.png?raw=true',
os.path.join(cache_dir, 'examples/b9d1e519d6e5.png')), None,
None, 'Get the edge-enhanced result for {image}.', 6666
],
[
'Grayscale',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/c4ebbe2ba29b.png?raw=true',
os.path.join(cache_dir, 'examples/c4ebbe2ba29b.png')), None,
None, 'transform {image} into a black and white one', 6666
],
[
'Contour Extraction',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/19652d0f6c4b.png?raw=true',
os.path.join(cache_dir,
'examples/19652d0f6c4b.png')), None, None,
'Would you be able to make a contour picture from {image} for me?',
6666
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/249cda2844b7.png?raw=true',
os.path.join(cache_dir,
'examples/249cda2844b7.png')), None, None,
'Following the segmentation outcome in mask of {image}, develop a real-life image using the explanatory note in "a mighty cat lying on the bed”.',
6666
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/411f6c4b8e6c.png?raw=true',
os.path.join(cache_dir,
'examples/411f6c4b8e6c.png')), None, None,
'use the depth map {image} and the text caption "a cut white cat" to create a corresponding graphic image',
999999
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/a35c96ed137a.png?raw=true',
os.path.join(cache_dir,
'examples/a35c96ed137a.png')), None, None,
'help translate this posture schema {image} into a colored image based on the context I provided "A beautiful woman Climbing the climbing wall, wearing a harness and climbing gear, skillfully maneuvering up the wall with her back to the camera, with a safety rope."',
3599999
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/dcb2fc86f1ce.png?raw=true',
os.path.join(cache_dir,
'examples/dcb2fc86f1ce.png')), None, None,
'Transform and generate an image using mosaic {image} and "Monarch butterflies gracefully perch on vibrant purple flowers, showcasing their striking orange and black wings in a lush garden setting." description',
6666
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/4cd4ee494962.png?raw=true',
os.path.join(cache_dir,
'examples/4cd4ee494962.png')), None, None,
'make this {image} colorful as per the "beautiful sunflowers"',
6666
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/a47e3a9cd166.png?raw=true',
os.path.join(cache_dir,
'examples/a47e3a9cd166.png')), None, None,
'Take the edge conscious {image} and the written guideline "A whimsical animated character is depicted holding a delectable cake adorned with blue and white frosting and a drizzle of chocolate. The character wears a yellow headband with a bow, matching a cozy yellow sweater. Her dark hair is styled in a braid, tied with a yellow ribbon. With a golden fork in hand, she stands ready to enjoy a slice, exuding an air of joyful anticipation. The scene is creatively rendered with a charming and playful aesthetic." and produce a realistic image.',
613725
],
[
'Controllable Generation',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/d890ed8a3ac2.png?raw=true',
os.path.join(cache_dir,
'examples/d890ed8a3ac2.png')), None, None,
'creating a vivid image based on {image} and description "This image features a delicious rectangular tart with a flaky, golden-brown crust. The tart is topped with evenly sliced tomatoes, layered over a creamy cheese filling. Aromatic herbs are sprinkled on top, adding a touch of green and enhancing the visual appeal. The background includes a soft, textured fabric and scattered white flowers, creating an elegant and inviting presentation. Bright red tomatoes in the upper right corner hint at the fresh ingredients used in the dish."',
6666
],
[
'Image Denoising',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/0844a686a179.png?raw=true',
os.path.join(cache_dir,
'examples/0844a686a179.png')), None, None,
'Eliminate noise interference in {image} and maximize the crispness to obtain superior high-definition quality',
6666
],
[
'Inpainting',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/fa91b6b7e59b.png?raw=true',
os.path.join(cache_dir, 'examples/fa91b6b7e59b.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/fa91b6b7e59b_mask.png?raw=true',
os.path.join(cache_dir,
'examples/fa91b6b7e59b_mask.png')), None,
'Ensure to overhaul the parts of the {image} indicated by the mask.',
6666
],
[
'Inpainting',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/632899695b26.png?raw=true',
os.path.join(cache_dir, 'examples/632899695b26.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/632899695b26_mask.png?raw=true',
os.path.join(cache_dir,
'examples/632899695b26_mask.png')), None,
'Refashion the mask portion of {image} in accordance with "A yellow egg with a smiling face painted on it"',
6666
],
[
'General Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/354d17594afe.png?raw=true',
os.path.join(cache_dir,
'examples/354d17594afe.png')), None, None,
'{image} change the dog\'s posture to walking in the water, and change the background to green plants and a pond.',
6666
],
[
'General Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/38946455752b.png?raw=true',
os.path.join(cache_dir,
'examples/38946455752b.png')), None, None,
'{image} change the color of the dress from white to red and the model\'s hair color red brown to blonde.Other parts remain unchanged',
6669
],
[
'Facial Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/3ba5202f0cd8.png?raw=true',
os.path.join(cache_dir,
'examples/3ba5202f0cd8.png')), None, None,
'Keep the same facial feature in @3ba5202f0cd8, change the woman\'s clothing from a Blue denim jacket to a white turtleneck sweater and adjust her posture so that she is supporting her chin with both hands. Other aspects, such as background, hairstyle, facial expression, etc, remain unchanged.',
99999
],
[
'Facial Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/369365b94725.png?raw=true',
os.path.join(cache_dir, 'examples/369365b94725.png')), None,
None, '{image} Make her looking at the camera', 6666
],
[
'Facial Editing',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/92751f2e4a0e.png?raw=true',
os.path.join(cache_dir, 'examples/92751f2e4a0e.png')), None,
None, '{image} Remove the smile from his face', 9899999
],
[
'Remove Text',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/8530a6711b2e.png?raw=true',
os.path.join(cache_dir, 'examples/8530a6711b2e.png')), None,
None, 'Aim to remove any textual element in {image}', 6666
],
[
'Remove Text',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/c4d7fb28f8f6.png?raw=true',
os.path.join(cache_dir, 'examples/c4d7fb28f8f6.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/c4d7fb28f8f6_mask.png?raw=true',
os.path.join(cache_dir,
'examples/c4d7fb28f8f6_mask.png')), None,
'Rub out any text found in the mask sector of the {image}.', 6666
],
[
'Remove Object',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/e2f318fa5e5b.png?raw=true',
os.path.join(cache_dir,
'examples/e2f318fa5e5b.png')), None, None,
'Remove the unicorn in this {image}, ensuring a smooth edit.',
99999
],
[
'Remove Object',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/1ae96d8aca00.png?raw=true',
os.path.join(cache_dir, 'examples/1ae96d8aca00.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/1ae96d8aca00_mask.png?raw=true',
os.path.join(cache_dir, 'examples/1ae96d8aca00_mask.png')),
None, 'Discard the contents of the mask area from {image}.', 99999
],
[
'Add Object',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/80289f48e511.png?raw=true',
os.path.join(cache_dir, 'examples/80289f48e511.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/80289f48e511_mask.png?raw=true',
os.path.join(cache_dir,
'examples/80289f48e511_mask.png')), None,
'add a Hot Air Balloon into the {image}, per the mask', 613725
],
[
'Style Transfer',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/d725cb2009e8.png?raw=true',
os.path.join(cache_dir, 'examples/d725cb2009e8.png')), None,
None, 'Change the style of {image} to colored pencil style', 99999
],
[
'Style Transfer',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/e0f48b3fd010.png?raw=true',
os.path.join(cache_dir, 'examples/e0f48b3fd010.png')), None,
None, 'make {image} to Walt Disney Animation style', 99999
],
[
'Try On',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/ee4ca60b8c96.png?raw=true',
os.path.join(cache_dir, 'examples/ee4ca60b8c96.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/ee4ca60b8c96_mask.png?raw=true',
os.path.join(cache_dir, 'examples/ee4ca60b8c96_mask.png')),
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/ebe825bbfe3c.png?raw=true',
os.path.join(cache_dir, 'examples/ebe825bbfe3c.png')),
'Change the cloth in {image} to the one in {image1}', 99999
],
[
'Workflow',
download_image(
'https://github.com/ali-vilab/ace-page/blob/main/assets/examples/cb85353c004b.png?raw=true',
os.path.join(cache_dir, 'examples/cb85353c004b.png')), None,
None, ' ice cream {image}', 99999
],
```