ltejedor/prolific-splats 📝🖼️🔢 → 🖼️
About
image to 3D
Example Output
Output
Performance Metrics
144.49s
Prediction Time
302.21s
Total Time
All Input Parameters
{
"image": "https://replicate.delivery/pbxt/MgLUhC1pWZoTVASuysNTE6hg1AW3N89ayLUVh90TO00HVs3R/out-0-chair.png",
"elevation": 0,
"num_steps": 500,
"image_size": 256,
"num_point_samples": 1000,
"num_refinement_steps": 50
}
Input Parameters
- text
- Text prompt to generate 3D object from
- image
- Input image to convert to 3D
- elevation
- Input image elevation
- num_steps
- Number of iterations
- image_size
- Target preprocessed input image size
- num_point_samples
- Number of sampled points for Gaussian Splatting
- num_refinement_steps
- Number of refinement iterations
Output Schema
Output
Example Execution Logs
Performing image-to-3D
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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2025-03-18 17:35:34.120013642 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 958, index: 0, mask: {1, 65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120014212 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 959, index: 1, mask: {2, 66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120049458 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 960, index: 2, mask: {3, 67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120070167 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 961, index: 3, mask: {4, 68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120112795 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 962, index: 4, mask: {5, 69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120123127 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 963, index: 5, mask: {6, 70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120149847 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 964, index: 6, mask: {7, 71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120165458 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 965, index: 7, mask: {8, 72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120199072 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 966, index: 8, mask: {9, 73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120256354 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 968, index: 10, mask: {11, 75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120268673 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 967, index: 9, mask: {10, 74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.120650330 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 984, index: 26, mask: {27, 91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.130143953 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 969, index: 11, mask: {12, 76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.130186015 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 988, index: 30, mask: {31, 95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.130223154 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1006, index: 48, mask: {49, 113, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.130236826 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1020, index: 62, mask: {63, 127, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.130246300 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1014, index: 56, mask: {57, 121, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.134065621 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1015, index: 57, mask: {58, 122, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.134093161 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 970, index: 12, mask: {13, 77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.134102292 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1008, index: 50, mask: {51, 115, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.154103814 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1002, index: 44, mask: {45, 109, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.155082255 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 997, index: 39, mask: {40, 104, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.162062516 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 973, index: 15, mask: {16, 80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.163174591 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 976, index: 18, mask: {19, 83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.167140593 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1018, index: 60, mask: {61, 125, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.167148719 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1001, index: 43, mask: {44, 108, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.167149616 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1011, index: 53, mask: {54, 118, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.167158139 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1012, index: 54, mask: {55, 119, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.173386875 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1013, index: 55, mask: {56, 120, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.174061307 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1007, index: 49, mask: {50, 114, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.175467099 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1019, index: 61, mask: {62, 126, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.177127149 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 980, index: 22, mask: {23, 87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.182085989 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1005, index: 47, mask: {48, 112, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.182098378 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1009, index: 51, mask: {52, 116, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.182106435 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1016, index: 58, mask: {59, 123, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.190130053 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 977, index: 19, mask: {20, 84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.192386002 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 978, index: 20, mask: {21, 85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.197446221 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 979, index: 21, mask: {22, 86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.197452947 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1000, index: 42, mask: {43, 107, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.202062051 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 971, index: 13, mask: {14, 78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.202132275 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 972, index: 14, mask: {15, 79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.202145715 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 985, index: 27, mask: {28, 92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.202157385 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 974, index: 16, mask: {17, 81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.205210939 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 981, index: 23, mask: {24, 88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.218087040 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 994, index: 36, mask: {37, 101, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.223074615 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 995, index: 37, mask: {38, 102, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.229616078 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 999, index: 41, mask: {42, 106, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.232241975 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1003, index: 45, mask: {46, 110, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.232250601 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 982, index: 24, mask: {25, 89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.232260127 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1010, index: 52, mask: {53, 117, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.233495539 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1004, index: 46, mask: {47, 111, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.238051915 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 975, index: 17, mask: {18, 82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.238404153 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 998, index: 40, mask: {41, 105, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.241210517 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 987, index: 29, mask: {30, 94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.242052706 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 983, index: 25, mask: {26, 90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.254096422 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1017, index: 59, mask: {60, 124, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.254135543 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 986, index: 28, mask: {29, 93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2025-03-18 17:35:34.257124515 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 996, index: 38, mask: {39, 103, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
[INFO] loading image image.png...
[INFO] background removal...
[INFO] recenter...
{'input': '/src/image_rgba.png', 'prompt': None, 'mesh': None, 'elevation': 0, 'ref_size': 256, 'density_thresh': 1, 'outdir': 'logs', 'save_path': 'image', 'lambda_sd': 0, 'lambda_zero123': 1, 'batch_size': 1, 'iters': 500, 'iters_refine': 50, 'radius': 2, 'fovy': 49.1, 'load': None, 'train_geo': False, 'invert_bg_prob': 0.5, 'gui': False, 'force_cuda_rast': True, 'H': 800, 'W': 800, 'num_pts': 1000, 'sh_degree': 0, 'position_lr_init': 0.001, 'position_lr_final': 2e-05, 'position_lr_delay_mult': 0.02, 'position_lr_max_steps': 500, 'feature_lr': 0.01, 'opacity_lr': 0.05, 'scaling_lr': 0.005, 'rotation_lr': 0.005, 'percent_dense': 0.1, 'density_start_iter': 100, 'density_end_iter': 3000, 'densification_interval': 100, 'opacity_reset_interval': 700, 'densify_grad_threshold': 0.5, 'geom_lr': 0.0001, 'texture_lr': 0.2}
[INFO] load image from /src/image_rgba.png...
Number of points at initialisation : 1000
[INFO] loading zero123...
Loading pipeline components...: 0%| | 0/6 [00:00<?, ?it/s]
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[INFO] loaded zero123!
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deprecate(
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[INFO] save model to logs/image_raw.ply.
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3483.)
return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined]
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/varname/utils.py:447: UsingExecWarning: 'pure_eval' is not installed. Using 'eval' to get the function that calls 'argname'. Try calling it using a variable reference to the function, or passing the function to 'argname' explicitly.
warnings.warn(
Tensor occ torch.Size([128, 128, 128]) torch.float32 cuda:0∈ [0.0,
26.478574752807617] μ = 0.16624751687049866 σ = 0.884976863861084
[INFO] mesh cleaning: (30792, 3) --> (17321, 3), (61580, 3) --> (34650, 3)
[INFO] marching cubes result: torch.Size([17321, 3]) (-0.5530937314033508-0.8350600004196167), torch.Size([34650, 3])
[INFO] unwrap uv...
[INFO] save model to logs/image_raw.obj.
[load_obj] use texture from: logs/image_raw_albedo.png
[load_obj] load texture: (1024, 1024, 3)
[Mesh loading] v: torch.Size([17321, 3]), f: torch.Size([34650, 3])
[Mesh loading] vn: torch.Size([17321, 3]), fn: torch.Size([34650, 3])
[Mesh loading] vt: torch.Size([20327, 2]), ft: torch.Size([34650, 3])
[INFO] load image from image_rgba.png...
[INFO] loading zero123...
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[INFO] loaded zero123!
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[INFO] save model to logs/image.obj.
[load_obj] use texture from: logs/image_albedo.png
[load_obj] load texture: (1024, 1024, 3)
[Mesh loading] v: torch.Size([17321, 3]), f: torch.Size([34650, 3])
[Mesh loading] vn: torch.Size([17321, 3]), fn: torch.Size([34650, 3])
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adding: logs/ (stored 0%)
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adding: logs/image_raw.obj(deflated 74%)
adding: logs/image_raw.mtl (deflated 20%)
adding: logs/image_raw_albedo.png(deflated 3%)
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Version Details
- Version ID
2fc157bdbc3f42b0c87049895209915a28ab3abd90f03862496dcee1b9d6f979- Version Created
- January 29, 2024