philz1337x/controlnet-deliberate 🔢🖼️📝❓ → 🖼️

▶️ 1.1M runs 📅 Mar 2023 ⚙️ Cog 0.6.1
controlnet image-editing image-to-image

About

Modify images with canny edge detection and Deliberate model twitter: @philz1337x

Example Output

Prompt:

"RAW photo, portrait photo of 30 y.o woman queen, pale skin, slim body, (high detailed skin:1.2), background ocean, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3"

Output

Example outputExample output

Performance Metrics

7.07s Prediction Time
7.15s Total Time
All Input Parameters 
{
  "seed": -67,
  "image": "https://replicate.delivery/pbxt/IW3cOsyRN9tZv2fRDZa8XmtQJ9ni2f1mm14dQyhKgHjGQfuN/Nofretete_Neues_Museum.jpg",
  "scale": 9,
  "prompt": "RAW photo, portrait photo of 30 y.o woman queen, pale skin, slim body, (high detailed skin:1.2), background ocean, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3",
  "weight": 0.6,
  "a_prompt": "best quality, extremely detailed",
  "n_prompt": "longbody, lowres, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality",
  "ddim_steps": 20,
  "num_samples": "1",
  "low_threshold": 100,
  "high_threshold": 200,
  "image_resolution": "512",
  "detect_resolution": 512
}
Input Parameters
eta Type: numberDefault: 0
Controls the amount of noise that is added to the input data during the denoising diffusion process. Higher value -> more noise
seed Type: integer
Seed
image (required) Type: string
Input image
scale Type: numberDefault: 9Range: 0.1 - 30
Scale for classifier-free guidance
prompt (required) Type: string
Prompt for the model
weight Type: numberDefault: 1Range: 0.01 - 2
Weight of ControlNet
a_prompt Type: stringDefault: best quality, extremely detailed
Additional text to be appended to prompt
n_prompt Type: stringDefault: longbody, lowres, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality
Negative Prompt
ddim_steps Type: integerDefault: 20
Steps
num_samples Default: 1
Number of samples (higher values may OOM)
low_threshold Type: integerDefault: 100Range: 1 - 255
Canny line detection low threshold
high_threshold Type: integerDefault: 200Range: 1 - 255
Canny line detection high threshold
image_resolution Default: 512
Image resolution to be generated
detect_resolution Type: integerDefault: 512Range: 128 - 1024
Resolution at which detection method will be applied)
Output Schema

Output

Type: array • Items Type: string • Items Format: uri

Example Execution Logs 
this is the weight value:  0.6
this is the control value:  tensor([[[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.],
...,
[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.]],
[[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.],
...,
[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.]],
[[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.],
...,
[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.]],
...,
[[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.],
...,
[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.]],
[[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.],
...,
[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.]],
[[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.],
...,
[0., 0., 0.],
[0., 0., 0.],
[0., 0., 0.]]], device='cuda:0')
Global seed set to 3536601535
Data shape for DDIM sampling is (1, 4, 96, 64), eta 0.0
Running DDIM Sampling with 20 timesteps
DDIM Sampler:   0%|          | 0/20 [00:00<?, ?it/s]
DDIM Sampler:   5%|▌         | 1/20 [00:00<00:05,  3.37it/s]
DDIM Sampler:  10%|█         | 2/20 [00:00<00:05,  3.57it/s]
DDIM Sampler:  15%|█▌        | 3/20 [00:00<00:04,  3.65it/s]
DDIM Sampler:  20%|██        | 4/20 [00:01<00:04,  3.68it/s]
DDIM Sampler:  25%|██▌       | 5/20 [00:01<00:04,  3.71it/s]
DDIM Sampler:  30%|███       | 6/20 [00:01<00:03,  3.71it/s]
DDIM Sampler:  35%|███▌      | 7/20 [00:01<00:03,  3.72it/s]
DDIM Sampler:  40%|████      | 8/20 [00:02<00:03,  3.73it/s]
DDIM Sampler:  45%|████▌     | 9/20 [00:02<00:02,  3.73it/s]
DDIM Sampler:  50%|█████     | 10/20 [00:02<00:02,  3.73it/s]
DDIM Sampler:  55%|█████▌    | 11/20 [00:02<00:02,  3.73it/s]
DDIM Sampler:  60%|██████    | 12/20 [00:03<00:02,  3.73it/s]
DDIM Sampler:  65%|██████▌   | 13/20 [00:03<00:01,  3.74it/s]
DDIM Sampler:  70%|███████   | 14/20 [00:03<00:01,  3.74it/s]
DDIM Sampler:  75%|███████▌  | 15/20 [00:04<00:01,  3.74it/s]
DDIM Sampler:  80%|████████  | 16/20 [00:04<00:01,  3.74it/s]
DDIM Sampler:  85%|████████▌ | 17/20 [00:04<00:00,  3.74it/s]
DDIM Sampler:  90%|█████████ | 18/20 [00:04<00:00,  3.74it/s]
DDIM Sampler:  95%|█████████▌| 19/20 [00:05<00:00,  3.74it/s]
DDIM Sampler: 100%|██████████| 20/20 [00:05<00:00,  3.75it/s]
DDIM Sampler: 100%|██████████| 20/20 [00:05<00:00,  3.72it/s]
Version Details
Version ID
57d86bd78018d138449fda45bfcafb8b10888379a600034cc2c7186faab98c66
Version Created
March 21, 2023
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