fermatresearch/high-resolution-controlnet-tile 🔢🖼️❓📝✓ → 🖼️

▶️ 644.7K runs 📅 Dec 2023 ⚙️ Cog 0.9.13
image-to-image image-upscaling

About

UPDATE: new upscaling algorithm for a much improved image quality. Fermat.app open-source implementation of an efficient ControlNet 1.1 tile for high-quality upscales. Increase the creativity to encourage hallucination.

Example Output

Prompt:

"a nordic livingroom, 4k interior photography, uhd"

Output

Example output

Performance Metrics

59.90s Prediction Time
133.56s Total Time
All Input Parameters 
{
  "hdr": 0,
  "image": "https://replicate.delivery/pbxt/LKnw8rSgafZf4IlAVyPhzpX1TpTVcyfRa1saoaoiSfUYZLiL/fermat_app_a_living_room_modern_and_minimalistic_39b5a58a-e05b-4281-ac24-e87435256333-1.webp",
  "steps": 8,
  "format": "jpg",
  "prompt": "a nordic livingroom, 4k interior photography, uhd",
  "scheduler": "DDIM",
  "tile_size": 768,
  "creativity": 0.4,
  "guess_mode": false,
  "resolution": 2560,
  "resemblance": 0.85,
  "guidance_scale": 0,
  "negative_prompt": "Teeth, tooth, open mouth, longbody, lowres, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, mutant",
  "lora_details_strength": -0.25,
  "lora_sharpness_strength": 0.75
}
Input Parameters
hdr Type: numberDefault: 0Range: 0 - 1
HDR improvement over the original image
seed Type: integer
Seed
image Type: string
Control image for scribble controlnet
steps Type: integerDefault: 8
Steps
format Default: jpg
Format of the output.
prompt Type: string
Prompt for the model
scheduler Default: DDIM
Choose a scheduler.
creativity Type: numberDefault: 0.35Range: 0.1 - 1
Denoising strength. 1 means total destruction of the original image
guess_mode Type: booleanDefault: false
In this mode, the ControlNet encoder will try best to recognize the content of the input image even if you remove all prompts.
resolution Default: 2560
Image resolution
resemblance Type: numberDefault: 0.85Range: 0 - 1
Conditioning scale for controlnet
guidance_scale Type: numberDefault: 0Range: 0 - 30
Scale for classifier-free guidance, should be 0.
negative_prompt Type: stringDefault: teeth, tooth, open mouth, longbody, lowres, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, mutant
Negative prompt
lora_details_strength Type: numberDefault: 1Range: -5 - 3
Strength of the image's details
lora_sharpness_strength Type: numberDefault: 1.25Range: -5 - 10
Strength of the image's sharpness. We don't recommend values above 2.
Output Schema

Output

Type: string • Format: uri

Example Execution Logs 
Using seed: 20941
The config attributes {'solver_order': 2, 'algorithm_type': 'deis', 'solver_type': 'logrho', 'lower_order_final': True, 'use_karras_sigmas': False} were passed to LCMScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file.
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Version Details
Version ID
8e6a54d7b2848c48dc741a109d3fb0ea2a7f554eb4becd39a25cc532536ea975
Version Created
August 7, 2024
Run on Replicate →