cswry/seesr 🔢🖼️📝 → 🖼️

▶️ 101.4K runs 📅 Jan 2024 ⚙️ Cog 0.8.6 🔗 GitHub 📄 Paper ⚖️ License
image-restoration image-upscaling

About

SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

Example Output

Output

Example output

Performance Metrics

6.15s Prediction Time
410.55s Total Time
All Input Parameters 
{
  "seed": 231,
  "image": "https://replicate.delivery/pbxt/KCSXe5GmB6MSQVpdD51dhe60nhlU91yA0MuDkXznmRt7QTXx/179.png",
  "cfg_scale": 5.5,
  "user_prompt": "",
  "sample_times": 1,
  "scale_factor": 4,
  "negative_prompt": "dotted, noise, blur, lowres, smooth",
  "positive_prompt": "clean, high-resolution, 8k",
  "latent_tiled_size": 320,
  "num_inference_steps": 50,
  "latent_tiled_overlap": 4
}
Input Parameters
seed Type: integerDefault: 231Range: 0 - 2147483647
Seed
image (required) Type: string
Input image
cfg_scale Type: numberDefault: 5.5Range: 0.1 - 10
Guidance scale, set value to >1 to use
user_prompt Type: stringDefault:
Prompt to condition on
sample_times Type: integerDefault: 1Range: 1 - 10
Number of samples to generate
scale_factor Type: integerDefault: 4
Scale factor
negative_prompt Type: stringDefault: dotted, noise, blur, lowres, smooth
Prompt to remove
positive_prompt Type: stringDefault: clean, high-resolution, 8k
Prompt to add
latent_tiled_size Type: integerDefault: 320Range: 128 - 480
Size of latent tiles
num_inference_steps Type: integerDefault: 50Range: 10 - 100
Number of inference steps
latent_tiled_overlap Type: integerDefault: 4Range: 4 - 16
Overlap of latent tiles
Output Schema

Output

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

Example Execution Logs 
Seed set to 231
[Tiled VAE]: the input size is tiny and unnecessary to tile.
[Tiled Latent]: the input size is tiny and unnecessary to tile.
  0%|          | 0/50 [00:00<?, ?it/s]
  2%|▏         | 1/50 [00:00<00:09,  5.21it/s]
  6%|▌         | 3/50 [00:00<00:04,  9.54it/s]
 10%|█         | 5/50 [00:00<00:03, 11.27it/s]
 14%|█▍        | 7/50 [00:00<00:03, 12.09it/s]
 18%|█▊        | 9/50 [00:00<00:03, 12.49it/s]
 22%|██▏       | 11/50 [00:00<00:03, 12.81it/s]
 26%|██▌       | 13/50 [00:01<00:02, 13.05it/s]
 30%|███       | 15/50 [00:01<00:02, 13.18it/s]
 34%|███▍      | 17/50 [00:01<00:02, 13.29it/s]
 38%|███▊      | 19/50 [00:01<00:02, 13.35it/s]
 42%|████▏     | 21/50 [00:01<00:02, 13.38it/s]
 46%|████▌     | 23/50 [00:01<00:02, 13.34it/s]
 50%|█████     | 25/50 [00:01<00:01, 13.18it/s]
 54%|█████▍    | 27/50 [00:02<00:01, 13.29it/s]
 58%|█████▊    | 29/50 [00:02<00:01, 13.38it/s]
 62%|██████▏   | 31/50 [00:02<00:01, 13.41it/s]
 66%|██████▌   | 33/50 [00:02<00:01, 13.39it/s]
 70%|███████   | 35/50 [00:02<00:01, 13.36it/s]
 74%|███████▍  | 37/50 [00:02<00:00, 13.39it/s]
 78%|███████▊  | 39/50 [00:03<00:00, 13.29it/s]
 82%|████████▏ | 41/50 [00:03<00:00, 13.37it/s]
 86%|████████▌ | 43/50 [00:03<00:00, 13.43it/s]
 90%|█████████ | 45/50 [00:03<00:00, 13.48it/s]
 94%|█████████▍| 47/50 [00:03<00:00, 13.48it/s]
 98%|█████████▊| 49/50 [00:03<00:00, 13.47it/s]
100%|██████████| 50/50 [00:03<00:00, 13.01it/s]
[Tiled VAE]: the input size is tiny and unnecessary to tile.
[Tiled VAE]: Done in 4.425s, max VRAM alloc 5669.202 MB
Version Details
Version ID
989cf3a66fd209363de347c3129d95d9fe639e44533ab47e07a6dfb3f250b6e3
Version Created
January 12, 2024
Run on Replicate →