adirik/texture 🔢📝🖼️ → 🖼️

▶️ 1.3K runs 📅 Nov 2023 ⚙️ Cog 0.9.0-beta10 🔗 GitHub 📄 Paper ⚖️ License
3d-texturing text-to-texture

About

Generate texture for your mesh with text prompts

Example Output

Prompt:

"A next gen nascar"

Output

Example output

Performance Metrics

124.23s Prediction Time
435.58s Total Time
All Input Parameters 
{
  "seed": 0,
  "prompt": "A next gen nascar",
  "shape_path": "https://replicate.delivery/pbxt/Jx2M8TKgFc8gzzMtKbc3X53moPQijBkElGqInyG6wAevq3pU/nascar.obj",
  "shape_scale": 0.6,
  "guidance_scale": 10,
  "texture_resolution": 1024,
  "texture_interpolation_mode": "bilinear"
}
Input Parameters
seed Type: integerDefault: 0
Seed for the inference
prompt Type: stringDefault: A next gen nascar
Prompt to generate the texture from
shape_path (required) Type: string
3D object (shape) file to generate the texture onto
shape_scale Type: numberDefault: 0.6Range: 0 - 1
Factor to scale image by
guidance_scale Type: numberDefault: 10Range: 0 - 20
Factor to scale the guidance image by
texture_resolution Type: integerDefault: 1024Range: 512 - 1024
Resolution of the texture to generate
texture_interpolation_mode Type: stringDefault: bilinear
Texture mapping interpolation mode from texture image, options: 'nearest', 'bilinear', 'bicubic'
Output Schema

Output

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

Example Execution Logs 
2023-11-27 18:00:25 try to load hugging face access token from the default place, make sure you have run `huggingface-cli login`.
2023-11-27 18:00:25 loading stable diffusion with /src/hf-cache/stable-diffusion-2-depth...
/root/.pyenv/versions/3.8.18/lib/python3.8/site-packages/transformers/tokenization_utils_base.py:1895: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
warnings.warn(
/root/.pyenv/versions/3.8.18/lib/python3.8/site-packages/transformers/modeling_utils.py:2570: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
warnings.warn(
2023-11-27 18:00:44 	 successfully loaded stable diffusion!
/src/src/utils.py:45: RuntimeWarning: invalid value encountered in cast
tensor = (tensor * 255).astype(np.uint8)
  0% painting step 0/10 [00:00<?, ?it/s]/src/src/stable_diffusion_depth.py:198: FutureWarning: Accessing config attribute `in_channels` directly via 'UNet2DConditionModel' object attribute is deprecated. Please access 'in_channels' over 'UNet2DConditionModel's config object instead, e.g. 'unet.config.in_channels'.
(text_embeddings.shape[0] // 2, self.unet.in_channels - 1, depth_mask.shape[2],
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 60% painting step 6/10 [00:45<00:33,  8.28s/it]
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fitting mesh colors: 100%|██████████| 200/200 [00:03<00:00, 62.50it/s]
 70% painting step 7/10 [00:54<00:25,  8.50s/it]
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fitting mesh colors: 100%|██████████| 200/200 [00:03<00:00, 63.57it/s]
 80% painting step 8/10 [01:03<00:17,  8.66s/it]
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fitting mesh colors: 100%|██████████| 200/200 [00:03<00:00, 63.64it/s]
 90% painting step 9/10 [01:12<00:08,  8.74s/it]
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fitting mesh colors: 100%|██████████| 200/200 [00:03<00:00, 64.43it/s]
100% painting step 10/10 [01:21<00:00,  8.79s/it]
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fitting mesh colors: 100%|██████████| 200/200 [00:03<00:00, 60.45it/s]
100% painting step 10/10 [01:37<00:00,  9.75s/it]
adding: tmp/mesh/ (stored 0%)
  adding: tmp/mesh/albedo.png(deflated 0%)
  adding: tmp/mesh/mesh.obj(deflated 64%)
adding: tmp/mesh/mesh.mtl (deflated 55%)
Version Details
Version ID
456e72c47358d0da0a1b3002c8cf9f4eb123afa4bb8ff2b521fea40a71746a7f
Version Created
November 27, 2023
Run on Replicate →