black-forest-labs/flux-canny-dev 🔢📝❓🖼️✓ → 🖼️

⭐ Official ▶️ 146.5K runs 📅 Nov 2024 ⚙️ Cog 0.9.21 ⚖️ License

edge-guided image-to-image sketch-to-image

About

Open-weight edge-guided image generation. Control structure and composition using Canny edge detection.

Example Output

Prompt:

"A red vintage convertible driving through an old town"

Output

Performance Metrics

6.61s Prediction Time

6.62s Total Time

1 Images

All Input Parameters

{
  "prompt": "A red vintage convertible driving through an old town",
  "guidance": 30,
  "megapixels": "1",
  "num_outputs": 1,
  "control_image": "https://replicate.delivery/pbxt/M0mUcvKOwNSS4axvv7LAngBAR5Iuv2GsIcnSKdpQRJA62f8G/Screenshot%202024-11-21%20at%2016.08.20.png",
  "output_format": "webp",
  "output_quality": 80,
  "num_inference_steps": 28
}

Input Parameters

seed Type: integer: Random seed. Set for reproducible generation
prompt (required) Type: string: Prompt for generated image
guidance Type: numberDefault: 30Range: 0 - 100: Guidance for generated image
megapixels Default: 1: Approximate number of megapixels for generated image. Use match_input to match the size of the input (with an upper limit of 1440x1440 pixels)
num_outputs Type: integerDefault: 1Range: 1 - 4: Number of outputs to generate
control_image (required) Type: string: Image used to control the generation. The canny edge detection will be automatically generated.
output_format Default: webp: Format of the output images
output_quality Type: integerDefault: 80Range: 0 - 100: Quality when saving the output images, from 0 to 100. 100 is best quality, 0 is lowest quality. Not relevant for .png outputs
num_inference_steps Type: integerDefault: 28Range: 1 - 50: Number of denoising steps. Recommended range is 28-50, and lower number of steps produce lower quality outputs, faster.
disable_safety_checker Type: booleanDefault: false: Disable safety checker for generated images.

Output Schema

Output

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

Example Execution Logs

running bf16 model, fp8 disabled
Using seed: 25823
0it [00:00, ?it/s]
1it [00:00,  8.11it/s]
2it [00:00,  5.66it/s]
3it [00:00,  5.15it/s]
4it [00:00,  4.94it/s]
5it [00:00,  4.74it/s]
6it [00:01,  4.69it/s]
7it [00:01,  4.66it/s]
8it [00:01,  4.65it/s]
9it [00:01,  4.64it/s]
10it [00:02,  4.61it/s]
11it [00:02,  4.61it/s]
12it [00:02,  4.61it/s]
13it [00:02,  4.61it/s]
14it [00:02,  4.59it/s]
15it [00:03,  4.59it/s]
16it [00:03,  4.59it/s]
17it [00:03,  4.60it/s]
18it [00:03,  4.60it/s]
19it [00:04,  4.58it/s]
20it [00:04,  4.58it/s]
21it [00:04,  4.59it/s]
22it [00:04,  4.60it/s]
23it [00:04,  4.61it/s]
24it [00:05,  4.59it/s]
25it [00:05,  4.59it/s]
26it [00:05,  4.59it/s]
27it [00:05,  4.60it/s]
28it [00:06,  4.59it/s]
28it [00:06,  4.67it/s]
Total safe images: 1 out of 1

Version Details

Version ID: aeb2a8dbfe2580e25d41d8881cc1df1a0b1e52c87de99c1a65fc587ac3918179
Version Created: March 14, 2025

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