Total runs:
2.6M
Run Growth:
392.9K
Growth Rate:
15.24%
stabilityai / stable-zero123
Model's Last Updated: July 10 2024
text-to-3d
Introduction of stable-zero123
Model Details of stable-zero123
Stable Zero123
Please note: For commercial use, please refer to https://stability.ai/license
Model Description
Stable Zero123 is a model for view-conditioned image generation based on Zero123 .
With improved data rendering and model conditioning strategies, our model demonstrates improved performance when compared to the original Zero123 and its subsequent iteration, Zero123-XL.
Usage
By using Score Distillation Sampling (SDS) along with the Stable Zero123 model, we can produce high-quality 3D models from any input image. The process can also extend to text-to-3D generation by first generating a single image using SDXL and then using SDS on Stable Zero123 to generate the 3D object.
To enable open research in 3D object generation, we've improved the open-source code of threestudio by supporting Zero123 and Stable Zero123. To use Stable Zero123 for object 3D mesh generation in threestudio , you can follow these steps:
- Install threestudio using their instructions
-
Download the Stable Zero123 checkpoint
stable_zero123.ckptinto theload/zero123/directory - Take an image of your choice, or generate it from text using your favourite AI image generator such as Stable Assistant ( https://stability.ai/stable-assistant ) E.g. "A simple 3D render of a friendly dog"
- Remove its background using Stable Assistant ( https://stability.ai/stable-assistant )
-
Save to
load/images/, preferably with_rgba.pngas the suffix - Run Zero-1-to-3 with the Stable Zero123 ckpt:
python launch.py --config configs/stable-zero123.yaml --train --gpu 0 data.image_path=./load/images/hamburger_rgba.png
Model Details
- Developed by : Stability AI
- Model type : latent diffusion model.
- Finetuned from model : lambdalabs/sd-image-variations-diffusers
-
License
: We released 2 versions of Stable Zero123.
- Stable Zero123 included some CC-BY-NC 3D objects, so it cannot be used commercially, but can be used for research purposes. It is released under the Stability AI Non-Commercial Research Community License .
- Stable Zero123C (“C” for “Commercially-available”) was only trained on CC-BY and CC0 3D objects. It is released under StabilityAI Community License . You can read more about the license here . According to our internal tests, both models perform similarly in terms of prediction visual quality.
Training Dataset
We use renders from the Objaverse dataset, utilizing our enhanced rendering method
Training Infrastructure
-
Hardware
:
Stable Zero123was trained on the Stability AI cluster on a single node with 8 A100 80GBs GPUs. - Code Base : We use our modified version of the original zero123 repository .
Misuse, Malicious Use, and Out-of-Scope Use
The model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would foreseeably find disturbing, distressing, or offensive; or content that propagates historical or current stereotypes.
Runs of stabilityai stable-zero123 on huggingface.co
0
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs
More Information About stable-zero123 huggingface.co Model
Url of stable-zero123
stable-zero123 huggingface.co Url
Provider of stable-zero123 huggingface.co
Other API from stabilityai
Updated: October 31 2023
Total runs:
1.1M
Run Growth:
80.7K
Growth Rate:
7.54%
Total runs:
990.9K
Run Growth:
293.5K
Growth Rate:
30.46%
Total runs:
817.4K
Run Growth:
503.2K
Growth Rate:
62.80%
Total runs:
417.3K
Run Growth:
-16.6K
Growth Rate:
-3.99%
Total runs:
371.2K
Run Growth:
201.2K
Growth Rate:
55.76%
Total runs:
272.7K
Run Growth:
-266.9K
Growth Rate:
-100.30%
Total runs:
257.8K
Run Growth:
73.0K
Growth Rate:
28.58%
Total runs:
237.9K
Run Growth:
-77.1K
Growth Rate:
-43.16%
Total runs:
129.6K
Run Growth:
3.4K
Growth Rate:
3.56%
Total runs:
127.9K
Run Growth:
58.5K
Growth Rate:
45.73%
Total runs:
123.0K
Run Growth:
-102.1K
Growth Rate:
-83.70%
Total runs:
96.4K
Run Growth:
-8.5K
Growth Rate:
-8.63%
Total runs:
54.2K
Run Growth:
37.7K
Growth Rate:
35.58%
Total runs:
42.8K
Run Growth:
-10.1K
Growth Rate:
-23.46%
Total runs:
34.8K
Run Growth:
2.7K
Growth Rate:
7.51%
Total runs:
31.5K
Run Growth:
12.1K
Growth Rate:
38.74%
Total runs:
27.0K
Run Growth:
4.0K
Growth Rate:
14.64%
Total runs:
26.7K
Run Growth:
-13.4K
Growth Rate:
-50.04%
Total runs:
24.8K
Run Growth:
2.0K
Growth Rate:
8.00%
Total runs:
18.8K
Run Growth:
-1.9K
Growth Rate:
-10.24%
Total runs:
17.7K
Run Growth:
10.4K
Growth Rate:
58.51%
Total runs:
17.0K
Run Growth:
10.5K
Growth Rate:
61.42%
Total runs:
16.8K
Run Growth:
5.7K
Growth Rate:
34.49%
Total runs:
10.9K
Run Growth:
2.4K
Growth Rate:
22.30%
Total runs:
10.4K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
8.4K
Run Growth:
1.9K
Growth Rate:
22.81%
Total runs:
8.3K
Run Growth:
-864
Growth Rate:
-10.42%
Total runs:
8.3K
Run Growth:
-733
Growth Rate:
-8.87%
Total runs:
6.5K
Run Growth:
1.2K
Growth Rate:
19.07%
Total runs:
5.9K
Run Growth:
893
Growth Rate:
15.08%
Total runs:
5.5K
Run Growth:
-2.3K
Growth Rate:
-41.58%
Total runs:
5.3K
Run Growth:
644
Growth Rate:
12.19%
Total runs:
4.8K
Run Growth:
-1.0K
Growth Rate:
-21.39%
Total runs:
4.6K
Run Growth:
-1.4K
Growth Rate:
-29.80%
Total runs:
3.6K
Run Growth:
1.3K
Growth Rate:
34.94%
Total runs:
2.3K
Run Growth:
-677
Growth Rate:
-29.94%
Total runs:
2.0K
Run Growth:
475
Growth Rate:
24.82%
Total runs:
2.0K
Run Growth:
135
Growth Rate:
7.03%
Total runs:
2.0K
Run Growth:
-6.4K
Growth Rate:
-323.45%
Total runs:
1.7K
Run Growth:
163
Growth Rate:
10.35%
Total runs:
1.6K
Run Growth:
111
Growth Rate:
6.94%
Total runs:
1.6K
Run Growth:
-184
Growth Rate:
-11.86%
Total runs:
1.4K
Run Growth:
-427
Growth Rate:
-29.05%
Total runs:
1.3K
Run Growth:
352
Growth Rate:
28.66%
Total runs:
1.3K
Run Growth:
406
Growth Rate:
31.30%
Total runs:
1.2K
Run Growth:
202
Growth Rate:
17.81%
Total runs:
1.2K
Run Growth:
343
Growth Rate:
30.79%
Total runs:
1.2K
Run Growth:
-38
Growth Rate:
-3.47%
Total runs:
1.1K
Run Growth:
-53
Growth Rate:
-5.07%
Total runs:
1.1K
Run Growth:
509
Growth Rate:
46.65%
Total runs:
844
Run Growth:
138
Growth Rate:
16.75%
Total runs:
743
Run Growth:
0
Growth Rate:
0.00%
Total runs:
706
Run Growth:
384
Growth Rate:
63.47%
Total runs:
698
Run Growth:
312
Growth Rate:
44.70%
Total runs:
690
Run Growth:
92
Growth Rate:
100.00%
Total runs:
600
Run Growth:
439
Growth Rate:
80.26%
Total runs:
600
Run Growth:
0
Growth Rate:
0.00%
Total runs:
569
Run Growth:
0
Growth Rate:
0.00%
Total runs:
559
Run Growth:
43
Growth Rate:
7.89%
Total runs:
454
Run Growth:
271
Growth Rate:
100.00%
Total runs:
392
Run Growth:
71
Growth Rate:
20.17%
Total runs:
376
Run Growth:
201
Growth Rate:
53.46%
Total runs:
350
Run Growth:
342
Growth Rate:
93.44%
Total runs:
332
Run Growth:
-18
Growth Rate:
-5.57%
Total runs:
320
Run Growth:
410
Growth Rate:
92.76%
Total runs:
306
Run Growth:
274
Growth Rate:
100.00%
Total runs:
270
Run Growth:
-5.2K
Growth Rate:
-2031.91%
Total runs:
238
Run Growth:
-279
Growth Rate:
-150.00%
Total runs:
220
Run Growth:
-106
Growth Rate:
-50.72%
Total runs:
207
Run Growth:
-189
Growth Rate:
-93.10%
Total runs:
150
Run Growth:
48
Growth Rate:
100.00%
Total runs:
140
Run Growth:
30
Growth Rate:
21.28%
Total runs:
125
Run Growth:
-265
Growth Rate:
-210.32%
Total runs:
114
Run Growth:
-330
Growth Rate:
-282.05%
Total runs:
112
Run Growth:
79
Growth Rate:
70.54%
Total runs:
94
Run Growth:
24
Growth Rate:
25.53%
Total runs:
73
Run Growth:
25
Growth Rate:
100.00%
Total runs:
66
Run Growth:
-30
Growth Rate:
-45.45%
Total runs:
37
Run Growth:
-28
Growth Rate:
-71.79%
Total runs:
22
Run Growth:
-21
Growth Rate:
-105.00%
Total runs:
8
Run Growth:
0
Growth Rate:
0.00%
Total runs:
5
Run Growth:
4
Growth Rate:
80.00%
Total runs:
5
Run Growth:
-14
Growth Rate:
-280.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%