ayushunleashed/partpacker 🔢🖼️✓ → ❓
About
Part-level 3D object generation from single-view images

Example Output
Output
Performance Metrics
28.75s
Prediction Time
231.78s
Total Time
All Input Parameters
{ "image": "https://replicate.delivery/pbxt/NJL6FOdgh5xk4R6lIWYWg9wZPS60mgQArlHv5enAIRSe0JbC/pickup.png", "cfg_scale": 7, "num_steps": 50, "simplify_mesh": false, "return_volumes": false, "grid_resolution": 384, "target_num_faces": 100000 }
Input Parameters
- seed
- Random seed for reproducible results
- image (required)
- Input image for 3D object generation
- cfg_scale
- Classifier-free guidance scale
- num_steps
- Number of inference steps
- simplify_mesh
- Whether to simplify the output mesh
- return_volumes
- Whether to return the dual volumes
- grid_resolution
- Grid resolution for mesh extraction
- target_num_faces
- Target number of faces for mesh simplification
Output Schema
Example Execution Logs
Preprocessing image... Running inference with 50 steps, CFG scale 7.0... Flow Sampling: 0%| | 0/50 [00:00<?, ?it/s] Flow Sampling: 2%|▏ | 1/50 [00:00<00:06, 7.90it/s] Flow Sampling: 4%|▍ | 2/50 [00:00<00:11, 4.11it/s] Flow Sampling: 6%|▌ | 3/50 [00:00<00:13, 3.55it/s] Flow Sampling: 8%|▊ | 4/50 [00:01<00:13, 3.32it/s] Flow Sampling: 10%|█ | 5/50 [00:01<00:13, 3.22it/s] Flow Sampling: 12%|█▏ | 6/50 [00:01<00:13, 3.16it/s] Flow Sampling: 14%|█▍ | 7/50 [00:02<00:13, 3.12it/s] Flow Sampling: 16%|█▌ | 8/50 [00:02<00:13, 3.09it/s] Flow Sampling: 18%|█▊ | 9/50 [00:02<00:13, 3.08it/s] Flow Sampling: 20%|██ | 10/50 [00:03<00:13, 3.07it/s] Flow Sampling: 22%|██▏ | 11/50 [00:03<00:12, 3.05it/s] Flow Sampling: 24%|██▍ | 12/50 [00:03<00:12, 3.05it/s] Flow Sampling: 26%|██▌ | 13/50 [00:04<00:12, 3.05it/s] Flow Sampling: 28%|██▊ | 14/50 [00:04<00:11, 3.04it/s] Flow Sampling: 30%|███ | 15/50 [00:04<00:11, 3.04it/s] Flow Sampling: 32%|███▏ | 16/50 [00:05<00:11, 3.04it/s] Flow Sampling: 34%|███▍ | 17/50 [00:05<00:10, 3.04it/s] Flow Sampling: 36%|███▌ | 18/50 [00:05<00:10, 3.04it/s] Flow Sampling: 38%|███▊ | 19/50 [00:06<00:10, 3.04it/s] Flow Sampling: 40%|████ | 20/50 [00:06<00:09, 3.04it/s] Flow Sampling: 42%|████▏ | 21/50 [00:06<00:09, 3.04it/s] Flow Sampling: 44%|████▍ | 22/50 [00:07<00:09, 3.04it/s] Flow Sampling: 46%|████▌ | 23/50 [00:07<00:08, 3.04it/s] Flow Sampling: 48%|████▊ | 24/50 [00:07<00:08, 3.03it/s] Flow Sampling: 50%|█████ | 25/50 [00:08<00:08, 3.04it/s] Flow Sampling: 52%|█████▏ | 26/50 [00:08<00:07, 3.03it/s] Flow Sampling: 54%|█████▍ | 27/50 [00:08<00:07, 3.03it/s] Flow Sampling: 56%|█████▌ | 28/50 [00:09<00:07, 3.03it/s] Flow Sampling: 58%|█████▊ | 29/50 [00:09<00:06, 3.03it/s] Flow Sampling: 60%|██████ | 30/50 [00:09<00:06, 3.03it/s] Flow Sampling: 62%|██████▏ | 31/50 [00:10<00:06, 3.03it/s] Flow Sampling: 64%|██████▍ | 32/50 [00:10<00:05, 3.03it/s] Flow Sampling: 66%|██████▌ | 33/50 [00:10<00:05, 3.03it/s] Flow Sampling: 68%|██████▊ | 34/50 [00:10<00:05, 3.03it/s] Flow Sampling: 70%|███████ | 35/50 [00:11<00:04, 3.03it/s] Flow Sampling: 72%|███████▏ | 36/50 [00:11<00:04, 3.03it/s] Flow Sampling: 74%|███████▍ | 37/50 [00:11<00:04, 3.03it/s] Flow Sampling: 76%|███████▌ | 38/50 [00:12<00:03, 3.02it/s] Flow Sampling: 78%|███████▊ | 39/50 [00:12<00:03, 3.03it/s] Flow Sampling: 80%|████████ | 40/50 [00:12<00:03, 3.03it/s] Flow Sampling: 82%|████████▏ | 41/50 [00:13<00:02, 3.03it/s] Flow Sampling: 84%|████████▍ | 42/50 [00:13<00:02, 3.02it/s] Flow Sampling: 86%|████████▌ | 43/50 [00:13<00:02, 3.02it/s] Flow Sampling: 88%|████████▊ | 44/50 [00:14<00:01, 3.02it/s] Flow Sampling: 90%|█████████ | 45/50 [00:14<00:01, 3.03it/s] Flow Sampling: 92%|█████████▏| 46/50 [00:14<00:01, 3.03it/s] Flow Sampling: 94%|█████████▍| 47/50 [00:15<00:00, 3.03it/s] Flow Sampling: 96%|█████████▌| 48/50 [00:15<00:00, 3.03it/s] Flow Sampling: 98%|█████████▊| 49/50 [00:15<00:00, 3.03it/s] Flow Sampling: 100%|██████████| 50/50 [00:16<00:00, 3.03it/s] Flow Sampling: 100%|██████████| 50/50 [00:16<00:00, 3.07it/s] Extracting meshes... [INFO] mesh cleaning: (280888, 3) --> (273931, 3), (1155880, 3) --> (548068, 3) [INFO] mesh cleaning: (240112, 3) --> (234770, 3), (1073412, 3) --> (469678, 3) Generated 9 parts Generation complete! Created 9 parts
Version Details
- Version ID
5fbd5ad5cc6cb0ea5e6fef9c01af00ebb02dde485acb6d5daf88c696662e6deb
- Version Created
- July 6, 2025