pschaldenbrand/style-clip-draw 📝🔢🖼️ → 🖼️

▶️ 2.1K runs 📅 Nov 2021 ⚙️ Cog 0.4.4 🔗 GitHub 📄 Paper ⚖️ License
image-style-transfer text-to-image

About

Styled text-to-drawing synthesis method.

Example Output

Prompt:

"A monkey dressed up like a cowboy"

Output

[object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object]

Performance Metrics

250.07s Prediction Time
286.81s Total Time
All Input Parameters
{
  "prompt": "A monkey dressed up like a cowboy",
  "num_paths": 400,
  "style_image": "https://replicate.delivery/mgxm/3c8fcad1-c5f6-4af1-a4f6-83e181eb72a9/fruit.jpg",
  "style_strength": 40
}
Input Parameters
prompt (required) Type: string
Text description of the desired drawing
num_paths Type: integerDefault: 256
Number of drawing strokes.
style_image (required) Type: string
Style Image
style_strength Type: integerDefault: 50
How strong the style should be. 100 (max) is all style. 0 (min) is very little styling.
Output Schema

Output

Type: arrayItems Type: stringItems Format: uri

Example Execution Logs
Iteration: 1 	Render loss: 0.28564453125
Iteration: 21 	Render loss: -0.13232421875
Iteration: 41 	Render loss: -0.194091796875
Iteration: 61 	Render loss: -0.233642578125
Iteration: 81 	Render loss: -0.2384033203125
Iteration: 101 	Render loss: -0.25439453125
Iteration: 121 	Render loss: -0.25439453125
Iteration: 141 	Render loss: -0.2386474609375
Iteration: 161 	Render loss: -0.253662109375
Iteration: 181 	Render loss: -0.276611328125
Iteration: 201 	Render loss: -0.273681640625
Iteration: 221 	Render loss: -0.27978515625
Iteration: 241 	Render loss: -0.2841796875
Iteration: 261 	Render loss: -0.2822265625
Iteration: 281 	Render loss: -0.29541015625
Iteration: 301 	Render loss: -0.295654296875
Iteration: 321 	Render loss: -0.2998046875
Iteration: 341 	Render loss: -0.28564453125
Iteration: 361 	Render loss: -0.289306640625
Iteration: 381 	Render loss: -0.292236328125
Iteration: 401 	Render loss: -0.286376953125
Iteration: 421 	Render loss: 0.157470703125
Iteration: 441 	Render loss: 0.166015625
Iteration: 461 	Render loss: 0.15966796875
Iteration: 481 	Render loss: 0.154296875
Version Details
Version ID
d5a8394f31789ab4da6f9783fc0884c28eb8929df345fa5aba2236ffcc78366c
Version Created
October 5, 2022
Run on Replicate →