d3vshoaib/andro-upscaler 🔢📝🖼️✓ → 🖼️

▶️ 139 runs 📅 Mar 2025 ⚙️ Cog 0.13.7 🔗 GitHub 📄 Paper ⚖️ License
image-restoration image-upscaling

About

A model Flux.1-dev-Controlnet-Upscaler by www.androcoders.in

Example Output

Output

Example output

Performance Metrics

81.46s Prediction Time
81.47s Total Time
All Input Parameters 
{
  "prompt": "",
  "input_image": "https://replicate.delivery/pbxt/MgvTlU1iEWwXmQmO07LHRhkfDgdBe6uqXD6eSf5bryynQ5tO/cat-test.jpeg",
  "guidance_scale": 5,
  "upscale_factor": 4,
  "apply_cc_preset": false,
  "num_inference_steps": 28,
  "controlnet_conditioning_scale": 0.6
}
Input Parameters
seed Type: integer
Random seed. Leave blank to randomize the seed
prompt Type: stringDefault:
Text prompt to guide the upscaling. Leave empty for default behavior.
input_image (required) Type: string
Input image to upscale
guidance_scale Type: numberDefault: 5Range: 1 - 20
Guidance scale for Image adherence
upscale_factor Type: integerDefault: 4Range: 1 - 4
Factor by which to upscale the image
apply_cc_preset Type: booleanDefault: false
Applying Color Correction
num_inference_steps Type: integerDefault: 28Range: 8 - 50
Number of denoising steps
controlnet_conditioning_scale Type: numberDefault: 0.6Range: 0.1 - 1.5
Controlnet conditioning scale
Output Schema

Output

Type: string • Format: uri

Example Execution Logs 
Seed: 63947
Processing input image dimensions
Upscaling Started, Starting memory monitoring...
[08:47:30 AM] VRAM: 34.8GB/79.2GB (34.8GB cached) Free: 9.6GB, RAM: 71.5GB/2014.4GB, CPU: 6.5%
[08:47:33 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 71.5GB/2014.4GB, CPU: 8.8%
  0%|          | 0/28 [00:00<?, ?it/s]
  4%|▎         | 1/28 [00:02<01:14,  2.77s/it]
[08:47:36 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 71.1GB/2014.4GB, CPU: 7.2%
  7%|▋         | 2/28 [00:04<00:58,  2.24s/it]
[08:47:39 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 71.0GB/2014.4GB, CPU: 6.1%
 11%|█         | 3/28 [00:07<01:02,  2.49s/it]
[08:47:42 AM] VRAM: 36.0GB/79.2GB (42.0GB cached) Free: 1.1GB, RAM: 70.9GB/2014.4GB, CPU: 5.4%
 14%|█▍        | 4/28 [00:10<01:02,  2.61s/it]
[08:47:45 AM] VRAM: 35.8GB/79.2GB (42.0GB cached) Free: 1.4GB, RAM: 71.0GB/2014.4GB, CPU: 9.2%
 18%|█▊        | 5/28 [00:13<01:01,  2.67s/it]
[08:47:48 AM] VRAM: 35.7GB/79.2GB (42.0GB cached) Free: 1.4GB, RAM: 71.8GB/2014.4GB, CPU: 13.6%
 21%|██▏       | 6/28 [00:15<00:59,  2.71s/it]
[08:47:51 AM] VRAM: 36.2GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 72.1GB/2014.4GB, CPU: 5.9%
 25%|██▌       | 7/28 [00:18<00:57,  2.74s/it]
[08:47:54 AM] VRAM: 36.2GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 72.1GB/2014.4GB, CPU: 6.2%
 29%|██▊       | 8/28 [00:21<00:55,  2.76s/it]
[08:47:57 AM] VRAM: 36.2GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 72.3GB/2014.4GB, CPU: 7.1%
 32%|███▏      | 9/28 [00:24<00:52,  2.77s/it]
[08:48:00 AM] VRAM: 36.1GB/79.2GB (42.0GB cached) Free: 1.1GB, RAM: 71.8GB/2014.4GB, CPU: 7.7%
 36%|███▌      | 10/28 [00:26<00:49,  2.77s/it]
[08:48:03 AM] VRAM: 36.2GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 71.7GB/2014.4GB, CPU: 5.5%
 39%|███▉      | 11/28 [00:29<00:47,  2.78s/it]
 43%|████▎     | 12/28 [00:32<00:44,  2.78s/it]
[08:48:06 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 72.0GB/2014.4GB, CPU: 4.9%
 46%|████▋     | 13/28 [00:35<00:41,  2.79s/it]
[08:48:09 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 72.0GB/2014.4GB, CPU: 5.5%
 50%|█████     | 14/28 [00:38<00:39,  2.79s/it]
[08:48:12 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 72.2GB/2014.4GB, CPU: 5.8%
 54%|█████▎    | 15/28 [00:40<00:36,  2.79s/it]
[08:48:15 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 72.1GB/2014.4GB, CPU: 6.7%
 57%|█████▋    | 16/28 [00:43<00:33,  2.79s/it]
[08:48:18 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 71.7GB/2014.4GB, CPU: 6.1%
 61%|██████    | 17/28 [00:46<00:30,  2.79s/it]
[08:48:21 AM] VRAM: 35.8GB/79.2GB (42.0GB cached) Free: 1.4GB, RAM: 71.8GB/2014.4GB, CPU: 5.5%
 64%|██████▍   | 18/28 [00:49<00:27,  2.79s/it]
[08:48:24 AM] VRAM: 35.8GB/79.2GB (42.0GB cached) Free: 1.4GB, RAM: 71.9GB/2014.4GB, CPU: 6.1%
 68%|██████▊   | 19/28 [00:52<00:25,  2.79s/it]
[08:48:27 AM] VRAM: 35.9GB/79.2GB (42.0GB cached) Free: 1.2GB, RAM: 71.9GB/2014.4GB, CPU: 9.1%
 71%|███████▏  | 20/28 [00:54<00:22,  2.80s/it]
[08:48:30 AM] VRAM: 36.1GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 71.6GB/2014.4GB, CPU: 13.9%
 75%|███████▌  | 21/28 [00:57<00:19,  2.80s/it]
[08:48:33 AM] VRAM: 36.2GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 71.6GB/2014.4GB, CPU: 6.4%
 79%|███████▊  | 22/28 [01:00<00:16,  2.79s/it]
[08:48:36 AM] VRAM: 36.1GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 71.9GB/2014.4GB, CPU: 6.5%
 82%|████████▏ | 23/28 [01:03<00:13,  2.79s/it]
[08:48:39 AM] VRAM: 36.2GB/79.2GB (42.0GB cached) Free: 1.0GB, RAM: 71.0GB/2014.4GB, CPU: 6.8%
 86%|████████▌ | 24/28 [01:06<00:11,  2.80s/it]
[08:48:42 AM] VRAM: 36.1GB/79.2GB (42.0GB cached) Free: 1.1GB, RAM: 71.2GB/2014.4GB, CPU: 11.0%
 89%|████████▉ | 25/28 [01:08<00:08,  2.80s/it]
 93%|█████████▎| 26/28 [01:11<00:05,  2.80s/it]
[08:48:45 AM] VRAM: 35.2GB/79.2GB (42.0GB cached) Free: 2.0GB, RAM: 72.0GB/2014.4GB, CPU: 8.0%
 96%|█████████▋| 27/28 [01:14<00:02,  2.80s/it]
100%|██████████| 28/28 [01:17<00:00,  2.80s/it]
100%|██████████| 28/28 [01:17<00:00,  2.76s/it]
[08:48:48 AM] VRAM: 41.1GB/79.2GB (47.1GB cached) Free: -9.0GB, RAM: 72.3GB/2014.4GB, CPU: 6.8%
Stopping memory monitoring...
Saving output image
Version Details
Version ID
c9ef38bd8f0ce4c72dfaed5e02bb917931afc44a760432a502fd8577fc5d07c5
Version Created
March 28, 2025
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