camenduru/crm 🔢🖼️📝❓ → 🖼️
About
CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model

Example Output
Output
Performance Metrics
11.40s
Prediction Time
404.41s
Total Time
All Input Parameters
{ "seed": 1234, "scale": 5.5, "steps": 30, "image_path": "https://replicate.delivery/pbxt/KYNDxJM3CvnQzh7eKtaiTfhKXkQBdWJQAhj4jYhJNlGG0SlA/3D%E5%8D%A1%E9%80%9A%E7%8B%97.webp", "back_groud_color": "#7F7F7F", "foreground_ratio": 1, "background_choice": "Auto Remove background" }
Input Parameters
- seed
- scale
- steps
- image_path (required)
- Input Image
- back_groud_color
- foreground_ratio
- background_choice
Output Schema
Output
Example Execution Logs
Auto Remove background alhpa channl not enpty, skip remove background, using alpha channel as mask DDIM Sampler: 0%| | 0/31 [00:00<?, ?it/s] DDIM Sampler: 3%|▎ | 1/31 [00:00<00:07, 3.95it/s] DDIM Sampler: 6%|▋ | 2/31 [00:00<00:05, 5.24it/s] DDIM Sampler: 10%|▉ | 3/31 [00:00<00:04, 5.91it/s] DDIM Sampler: 13%|█▎ | 4/31 [00:00<00:04, 6.29it/s] DDIM Sampler: 16%|█▌ | 5/31 [00:00<00:03, 6.52it/s] DDIM Sampler: 19%|█▉ | 6/31 [00:00<00:03, 6.67it/s] DDIM Sampler: 23%|██▎ | 7/31 [00:01<00:03, 6.77it/s] DDIM Sampler: 26%|██▌ | 8/31 [00:01<00:03, 6.83it/s] DDIM Sampler: 29%|██▉ | 9/31 [00:01<00:03, 6.88it/s] DDIM Sampler: 32%|███▏ | 10/31 [00:01<00:03, 6.91it/s] DDIM Sampler: 35%|███▌ | 11/31 [00:01<00:02, 6.93it/s] DDIM Sampler: 39%|███▊ | 12/31 [00:01<00:02, 6.94it/s] DDIM Sampler: 42%|████▏ | 13/31 [00:01<00:02, 6.95it/s] DDIM Sampler: 45%|████▌ | 14/31 [00:02<00:02, 6.96it/s] DDIM Sampler: 48%|████▊ | 15/31 [00:02<00:02, 6.96it/s] DDIM Sampler: 52%|█████▏ | 16/31 [00:02<00:02, 6.97it/s] DDIM Sampler: 55%|█████▍ | 17/31 [00:02<00:02, 6.97it/s] DDIM Sampler: 58%|█████▊ | 18/31 [00:02<00:01, 6.97it/s] DDIM Sampler: 61%|██████▏ | 19/31 [00:02<00:01, 6.98it/s] DDIM Sampler: 65%|██████▍ | 20/31 [00:02<00:01, 6.97it/s] DDIM Sampler: 68%|██████▊ | 21/31 [00:03<00:01, 6.97it/s] DDIM Sampler: 71%|███████ | 22/31 [00:03<00:01, 6.97it/s] DDIM Sampler: 74%|███████▍ | 23/31 [00:03<00:01, 6.97it/s] DDIM Sampler: 77%|███████▋ | 24/31 [00:03<00:01, 6.98it/s] DDIM Sampler: 81%|████████ | 25/31 [00:03<00:00, 6.98it/s] DDIM Sampler: 84%|████████▍ | 26/31 [00:03<00:00, 6.97it/s] DDIM Sampler: 87%|████████▋ | 27/31 [00:03<00:00, 6.97it/s] DDIM Sampler: 90%|█████████ | 28/31 [00:04<00:00, 6.97it/s] DDIM Sampler: 94%|█████████▎| 29/31 [00:04<00:00, 6.97it/s] DDIM Sampler: 97%|█████████▋| 30/31 [00:04<00:00, 6.97it/s] DDIM Sampler: 100%|██████████| 31/31 [00:04<00:00, 6.97it/s] DDIM Sampler: 100%|██████████| 31/31 [00:04<00:00, 6.80it/s] DDIM Sampler: 0%| | 0/31 [00:00<?, ?it/s] DDIM Sampler: 3%|▎ | 1/31 [00:00<00:04, 6.06it/s] DDIM Sampler: 6%|▋ | 2/31 [00:00<00:04, 7.24it/s] DDIM Sampler: 10%|▉ | 3/31 [00:00<00:03, 7.72it/s] DDIM Sampler: 13%|█▎ | 4/31 [00:00<00:03, 7.97it/s] DDIM Sampler: 16%|█▌ | 5/31 [00:00<00:03, 8.12it/s] DDIM Sampler: 19%|█▉ | 6/31 [00:00<00:03, 8.20it/s] DDIM Sampler: 23%|██▎ | 7/31 [00:00<00:02, 8.26it/s] DDIM Sampler: 26%|██▌ | 8/31 [00:00<00:02, 8.30it/s] DDIM Sampler: 29%|██▉ | 9/31 [00:01<00:02, 8.32it/s] DDIM Sampler: 32%|███▏ | 10/31 [00:01<00:02, 8.34it/s] DDIM Sampler: 35%|███▌ | 11/31 [00:01<00:02, 8.36it/s] DDIM Sampler: 39%|███▊ | 12/31 [00:01<00:02, 8.36it/s] DDIM Sampler: 42%|████▏ | 13/31 [00:01<00:02, 8.36it/s] DDIM Sampler: 45%|████▌ | 14/31 [00:01<00:02, 8.37it/s] DDIM Sampler: 48%|████▊ | 15/31 [00:01<00:01, 8.37it/s] DDIM Sampler: 52%|█████▏ | 16/31 [00:01<00:01, 8.37it/s] DDIM Sampler: 55%|█████▍ | 17/31 [00:02<00:01, 8.37it/s] DDIM Sampler: 58%|█████▊ | 18/31 [00:02<00:01, 8.37it/s] DDIM Sampler: 61%|██████▏ | 19/31 [00:02<00:01, 8.38it/s] DDIM Sampler: 65%|██████▍ | 20/31 [00:02<00:01, 8.38it/s] DDIM Sampler: 68%|██████▊ | 21/31 [00:02<00:01, 8.38it/s] DDIM Sampler: 71%|███████ | 22/31 [00:02<00:01, 8.38it/s] DDIM Sampler: 74%|███████▍ | 23/31 [00:02<00:00, 8.27it/s] DDIM Sampler: 77%|███████▋ | 24/31 [00:02<00:00, 8.31it/s] DDIM Sampler: 81%|████████ | 25/31 [00:03<00:00, 8.33it/s] DDIM Sampler: 84%|████████▍ | 26/31 [00:03<00:00, 8.34it/s] DDIM Sampler: 87%|████████▋ | 27/31 [00:03<00:00, 8.36it/s] DDIM Sampler: 90%|█████████ | 28/31 [00:03<00:00, 8.37it/s] DDIM Sampler: 94%|█████████▎| 29/31 [00:03<00:00, 8.38it/s] DDIM Sampler: 97%|█████████▋| 30/31 [00:03<00:00, 8.38it/s] DDIM Sampler: 100%|██████████| 31/31 [00:03<00:00, 8.38it/s] DDIM Sampler: 100%|██████████| 31/31 [00:03<00:00, 8.27it/s] unet takes 0.2004241943359375s [INFO] mesh cleaning: (10510, 3) --> (39825, 3), (20996, 3) --> (79650, 3) uv takes 0.31412601470947266s
Version Details
- Version ID
9a17c48c7e8a6c1b75788b454a234c13833277afafda546e014e59c3837f8932
- Version Created
- March 12, 2024