Sponsored by
AdsCreator.com
briaai / ControlNet-Canny
Model's Last Updated: January 15 2024
text-to-image
Introduction of ControlNet-Canny
Model Details of ControlNet-Canny
BRIA 2.0 ControlNet Canny Model Card
BRIA 2.0 ControlNet-Canny, trained on the foundation of BRIA 2.0 Text-to-Image , enables the generation of high-quality images guided by a textual prompt and the extracted edge map from an input image. This allows for the creation of different variations of an image, all sharing the same geometry.
BRIA 2.0 was trained from scratch exclusively on licensed data from our esteemed data partners. Therefore, they are safe for commercial use and provide full legal liability coverage for copyright and privacy infringement, as well as harmful content mitigation. That is, our dataset does not contain copyrighted materials, such as fictional characters, logos, trademarks, public figures, harmful content, or privacy-infringing content.
Model Description
-
Developed by: BRIA AI
-
Model type: ControlNet for Latent diffusion
-
License: bria-2.0
-
Model Description: ControlNet Canny for BRIA 2.0 Text-to-Image model. The model generates images guided by text and the edge map of the conditioned image.
-
Resources for more information: BRIA AI
Get Access
BRIA 2.0 ControlNet-Canny requires access to BRIA 2.0 Text-to-Image. For more information, click here .
Code example using Diffusers
pip install diffusers
from diffusers import ControlNetModel, StableDiffusionXLControlNetPipeline
import torch
controlnet = ControlNetModel.from_pretrained(
"briaai/ControlNet-Canny",
torch_dtype=torch.float16
)
pipe = StableDiffusionXLControlNetPipeline.from_pretrained(
"briaai/BRIA-2.0",
controlnet=controlnet,
torch_dtype=torch.float16,
)
pipe.to("cuda")
prompt = "A portrait of a Beautiful and playful ethereal singer, golden designs, highly detailed, blurry background"
negative_prompt = "Logo,Watermark,Text,Ugly,Morbid,Extra fingers,Poorly drawn hands,Mutation,Blurry,Extra limbs,Gross proportions,Missing arms,Mutated hands,Long neck,Duplicate,Mutilated,Mutilated hands,Poorly drawn face,Deformed,Bad anatomy,Cloned face,Malformed limbs,Missing legs,Too many fingers"
# Calculate Canny image
input_image = cv2.imread('pics/singer.png')
input_image = cv2.Canny(input_image, low_threshold, high_threshold)
input_image = input_image[:, :, None]
input_image = np.concatenate([input_image, input_image, input_image], axis=2)
canny_image = Image.fromarray(image)
image = pipe(prompt=prompt, negative_prompt=negative_prompt, image=canny_image, controlnet_conditioning_scale=1.0, height=1024, width=1024).images[0]
Runs of briaai ControlNet-Canny on huggingface.co
37
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs
More Information About ControlNet-Canny huggingface.co Model
Url of ControlNet-Canny
ControlNet-Canny huggingface.co Url
Provider of ControlNet-Canny huggingface.co
Other API from briaai
Total runs:
821
Run Growth:
-257
Growth Rate:
-31.30%
Total runs:
647
Run Growth:
537
Growth Rate:
84.57%
Total runs:
646
Run Growth:
-1.3K
Growth Rate:
-195.67%
Total runs:
287
Run Growth:
215
Growth Rate:
74.91%
Total runs:
106
Run Growth:
47
Growth Rate:
43.93%
Total runs:
96
Run Growth:
-57
Growth Rate:
-60.64%
Total runs:
72
Run Growth:
72
Growth Rate:
100.00%
Total runs:
42
Run Growth:
0
Growth Rate:
0.00%
Total runs:
33
Run Growth:
0
Growth Rate:
0.00%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
25
Run Growth:
-7
Growth Rate:
-26.92%
Total runs:
24
Run Growth:
0
Growth Rate:
0.00%
Total runs:
21
Run Growth:
0
Growth Rate:
0.00%
Total runs:
20
Run Growth:
0
Growth Rate:
0.00%
Total runs:
19
Run Growth:
-1
Growth Rate:
-5.26%
Total runs:
17
Run Growth:
-17
Growth Rate:
-100.00%
Total runs:
17
Run Growth:
4
Growth Rate:
23.53%
Total runs:
13
Run Growth:
-7
Growth Rate:
-53.85%
Total runs:
10
Run Growth:
-5
Growth Rate:
-50.00%
Total runs:
8
Run Growth:
6
Growth Rate:
75.00%
Total runs:
7
Run Growth:
-4
Growth Rate:
-57.14%
Total runs:
7
Run Growth:
-1
Growth Rate:
-14.29%
Total runs:
4
Run Growth:
4
Growth Rate:
100.00%
Total runs:
1
Run Growth:
-6
Growth Rate:
-600.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
-2
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%