-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
458 lines (429 loc) · 20.6 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="description"
content="Generate multi-view consistent and highly detailed 3D content with Gaussian Splatting">
<meta name="keywords" content="Text-to-3D, 3D Gaussian Splatting">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>GSGEN: Text-to-3D using Gaussian Splatting</title>
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-PYVRSFMDRL"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() {
dataLayer.push(arguments);
}
gtag('js', new Date());
gtag('config', 'G-PYVRSFMDRL');
</script>
<link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro|Jost"
rel="stylesheet">
<link rel="stylesheet" href="./static/css/bulma.min.css">
<link rel="stylesheet" href="./static/css/bulma-carousel.min.css">
<link rel="stylesheet" href="./static/css/bulma-slider.min.css">
<link rel="stylesheet" href="./static/css/fontawesome.all.min.css">
<link rel="stylesheet"
href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css">
<link rel="stylesheet" href="./static/css/index.css">
<link rel="icon" href="./static/images/favicon.png">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script defer src="./static/js/fontawesome.all.min.js"></script>
<script src="./static/js/bulma-carousel.min.js"></script>
<script src="./static/js/bulma-slider.min.js"></script>
<script src="./static/js/index.js"></script>
</head>
<body>
<nav class="navbar" role="navigation" aria-label="main navigation">
<div class="navbar-brand">
<a role="button" class="navbar-burger" aria-label="menu" aria-expanded="false">
<span aria-hidden="true"></span>
<span aria-hidden="true"></span>
<span aria-hidden="true"></span>
</a>
</div>
<div class="navbar-menu">
<div class="navbar-start" style="flex-grow: 1; justify-content: center;">
<a class="navbar-item" href="https://gsgen3d.github.io">
<span class="icon">
<i class="fas fa-home"></i>
</span>
</a>
<div class="navbar-item has-dropdown is-hoverable">
<a class="navbar-link">
Related Research
</a>
<div class="navbar-dropdown">
<a class="navbar-item" href="https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/">
3D Gaussian Splatting
</a>
<a class="navbar-item" href="https://github.com/ashawkey/stable-dreamfusion">
Stable DreamFusion
</a>
<a class="navbar-item" href="https://github.com/threestudio-project/threestudio">
threestudio
</a>
<a class="navbar-item" href="https://fantasia3d.github.io/">
Fantasia3D
</a>
<a class="navbar-item" href="https://ml.cs.tsinghua.edu.cn/prolificdreamer/">
ProlificDreamer
</a>
</div>
</div>
</div>
</div>
</nav>
<section class="hero">
<div class="hero-body">
<div class="container is-max-desktop">
<div class="columns is-centered">
<div class="column has-text-centered">
<h1 class="title is-1 publication-title"><span class="textsc">Gsgen</span>: Text-to-3D using Gaussian Splatting</h1>
<div class="is-size-5 publication-authors">
<span class="author-block">
<a href="https://openreview.net/group?id=ICLR.cc/2024/Conference"><span class="textsc">Gsgen</span> Authors</a>
</span>
</div>
<div class="column has-text-centered">
<div class="publication-links">
<!-- PDF Link. -->
<span class="link-block">
<a href="javascript:void(0);"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fas fa-file-pdf"></i>
</span>
<span>Paper (Coming soon)</span>
</a>
</span>
<!-- Video Link. -->
<span class="link-block">
<a href="https://streamable.com/28snte"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fab fa-youtube"></i>
</span>
<span>Video</span>
</a>
</span>
<span class="link-block">
<a href="https://github.com/gsgen3d/gsgen"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fab fa-github"></i>
</span>
<span>Code</span>
</a>
</span>
<!-- Dataset Link. -->
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="hero teaser">
<div class="container is-max-desktop">
<div class="hero-body">
<video id="teaser" autoplay muted loop playsinline height="100%">
<source src="./static/spirals/rolling_3x6_short.mp4"
type="video/mp4">
</video>
<h2 class="subtitle has-text-centered">
<span class="textsc">Gsgen</span> generate multi-view consistent and highly detailed 3D assets using Gaussian Splatting and 3D geometrical prior.
</h2>
</div>
</div>
</section>
<section class="hero is-light is-small">
<div class="hero-body">
<div class="container">
<div id="results-carousel" class="carousel results-carousel">
<div class="item item-fullbody">
<video poster="" id="fullbody" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/corgi.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-steve">
<video poster="" id="steve" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_DSLR_photo_of_Car_made_out_of_sushi.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-chair-tp">
<video poster="" id="chair-tp" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_beautiful_dress_made_out_of_feathers,_on_a_mannequin..mp4"
type="video/mp4">
</video>
</div>
<div class="item item-shiba">
<video poster="" id="shiba" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_DSLR_photo_of_a_peacock_on_a_surfboard.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-fullbody">
<video poster="" id="fullbody" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_DSLR_photo_of_a_tray_of_Sushi_containing_pugs.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-blueshirt">
<video poster="" id="blueshirt" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_zoomed_out_DSLR_photo_of_a_ladybug.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-mask">
<video poster="" id="mask" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_zoomed_out_DSLR_photo_of_a_brain_in_a_jar.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-coffee">
<video poster="" id="coffee" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_bunch_of_blue_rose,_highly_detailed.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-toby">
<video poster="" id="toby" autoplay controls muted loop playsinline height="100%">
<source src="./static/spirals/A_zoomed_out_DSLR_photo_of_a_beautiful_suit_made_out_of_moss,_on_a_mannequin._Studio_lighting,_high_quality,_high_resolution.mp4"
type="video/mp4">
</video>
</div>
</div>
</div>
</div>
</section>
<section class="section">
<div class="container is-max-desktop">
<!-- Abstract. -->
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h2 class="title is-3">Abstract</h2>
<div class="content has-text-justified">
<p>
We present Gaussian Splatting based text-to-3D GENeration (<span class="textsc">Gsgen</span>), the first approach that generates multi-view consistent and delicate 3D assets using <a href="https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/">3D Gaussian Splatting</a>.
</p>
<p>
Previous methods suffer from inaccurate geometry and limited fidelity due to the absence of 3D prior and proper representation. We leverage 3D Gaussian Splatting, a recent state-of-the-art representation, to address existing shortcomings by exploiting the explicit nature that enables the incorporation of 3D prior. Specifically, our method adopts a progressive optimization strategy, which includes a geometry optimization stage and an appearance refinement stage.
In geometry optimization, a coarse representation is established under a 3D geometry prior along with the ordinary 2D SDS loss, ensuring a sensible and 3D-consistent rough shape. Subsequently, the obtained Gaussians undergo an iterative refinement to enrich details. In this stage, we increase the number of Gaussians by compactness-based densification to enhance continuity and improve fidelity.With these designs, our approach can generate 3D content with delicate details and more accurate geometry. Extensive evaluations demonstrate the effectiveness of our method, especially for capturing high-frequency components.
</p>
</div>
</div>
</div>
<!--/ Abstract. -->
<!-- Paper video. -->
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h2 class="title is-3">Video</h2>
<div class="publication-video">
<iframe src="https://streamable.com/e/28snte" frameborder="0" width="100%" height="100%" allowfullscreen style="width:100%;height:100%;position:absolute;left:0px;top:0px;overflow:hidden;"></iframe>
</div>
</div>
</div>
<!--/ Paper video. -->
</div>
</section>
<section class="section">
<div class="columns is-centered has-text-centered, video-table-container">
<div class="column is-full-width">
<h2 class="title is-3" align="center">Text-to-3D Results</h2>
<div class="content has-text-justified">
<p align="center">
GSGEN can generate 3D assets with accurate geometry and delicate details. (More videos are coming soon.).
</p>
<p align="center"><font color="#FF0000">Click the captions to watch in the assets in <a href="https://github.com/antimatter15/splat">a WebGL based viewer</a>. > 40 FPS on my Mac OS with M1 pro chip.</font></p>
</div>
<table class="video-container-table">
<tr>
<td>
<video class="video-container" autoplay controls muted loop playsinline>
<source src="./static/spirals/corgi.mp4" type="video/mp4">
A high quality photo of a furry corgi
</video>
<p class="video-description"><a href="./viewer.html?url=A_high_quality_photo_of_a_furry_corgi.splat">[...] a furry corgi</a></p>
</td>
<td>
<video class="video-container" autoplay controls muted loop playsinline>
<source src="./static/spirals/A_DSLR_photo_of_Car_made_out_of_sushi.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=A_DSLR_photo_of_Car_made_out_of_sushi.splat">[...] car made of sushi</a></p>
</td>
<td>
<video class="video-container" autoplay controls muted loop playsinline>
<source src="./static/spirals/a_plate_of_delicious_tacos.mp4" type="video/mp4">
A high quality photo of a furry corgi
</video>
<p class="video-description"><a href="./viewer.html?url=a_plate_of_delicious_tacos.splat">A plate of delicious tacos</a></p>
</td>
<td>
<video class="video-container" autoplay controls muted loop playsinline>
<source src="./static/spirals/an_airplane_made_out_of_wood.mp4" type="video/mp4">
A high quality photo of a furry corgi
</video>
<p class="video-description"><a href="./viewer.html?url=an_airplane_made_out_of_wood.splat">An airplane made out of wood</a></p>
</td>
</tr>
<tr>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_zoomed_out_DSLR_photo_of_DSLR_photo_of_a_pineapple.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="viewer.html?url=A_zoomed_out_DSLR_photo_of_DSLR_photo_of_a_pineapple.splat">[...] a pineapple</p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/a_ficus_planted_in_a_pot.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=a_ficus_planted_in_a_pot.splat">A ficus planted in a pot</a></p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_plush_dragon_toy.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=A_plush_dragon_toy.splat">[...] a plush toy dragon</p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_completely_destroyed_car.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=A_completely_destroyed_car.splat">A completely destroyed car</a></p>
</td>
</tr>
<tr>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_high_quality_photo_of_a_blue_tulip.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=A_high_quality_photo_of_a_blue_tulip.splat"><a href="./viewer.html?url=A_high_quality_photo_of_a_blue_tulip.splat">[...] a blue tulip</a></p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_bunch_of_blue_rose,_highly_detailed.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=A_bunch_of_blue_rose,_highly_detailed.splat">A bunch of blue rose, highly detailed</a></p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_high_quality_photo_of_a_durian.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=A_high_quality_photo_of_a_durian.splat">[...] a durian</a></p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/a_high_quality_photo_of_sunflowers_in_a_vase.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description"><a href="./viewer.html?url=a_high_quality_photo_of_sunflowers_in_a_vase.splat">A vase with sunflowers</p>
</td>
</tr>
<!-- <tr>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_high_quality_photo_of_a_blue_tulip.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description">[...] a blue tulip</p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_bunch_of_blue_rose,_highly_detailed.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description">A bunch of blue rose, highly detailed</p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/A_high_quality_photo_of_a_durian.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description">[...] a durian</p>
</td>
<td>
<video autoplay controls muted loop playsinline>
<source src="./static/spirals/a_high_quality_photo_of_sunflowers_in_a_vase.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
<p class="video-description">A vase with sunflowers</p>
</td>
</tr> -->
</table>
</div>
</div>
</section>
<section class="section">
<div class="container is-max-desktop">
<!-- Concurrent Work. -->
<div class="columns is-centered">
<div class="column is-full-width">
<h2 class="title is-3">Related Research or Resources</h2>
<div class="content has-text-justified">
<p>
Our approach is based on the following research or resources.
</p>
<p>
<a href="https://arxiv.org/abs/2104.09125">Stable Dreamfusion</a> introduces an idea similar to our windowed position encoding for coarse-to-fine optimization.
</p>
<p>
<a href="https://github.com/threestudio-project/threestudio">threestudio</a> provides a great baseline for text-to-3D generation.
</p>
<p>
<a href="https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/">3D Gaussian Splatting</a> the pioneering work achieves superior performance and enables real-time rendering.
</p>
<p>
<a href="https://github.com/antimatter15/splat">splat</a> a WebGL based gaussian renderer.
</p>
</div>
</div>
</div>
<!--/ Concurrent Work. -->
</div>
</section>
<!-- <section class="section" id="BibTeX">
<div class="container is-max-desktop content">
<h2 class="title">BibTeX</h2>
<pre><code>@article{park2021nerfies,
author = {Park, Keunhong and Sinha, Utkarsh and Barron, Jonathan T. and Bouaziz, Sofien and Goldman, Dan B and Seitz, Steven M. and Martin-Brualla, Ricardo},
title = {Nerfies: Deformable Neural Radiance Fields},
journal = {ICCV},
year = {2021},
}</code></pre>
</div>
</section> -->
<footer class="footer">
<div class="container">
<div class="content has-text-centered">
<!-- <a class="icon-link"
href="./static/videos/nerfies_paper.pdf">
<i class="fas fa-file-pdf"></i>
</a> -->
<a class="icon-link" href="https://github.com/gsgen3d" class="external-link" disabled>
<i class="fab fa-github"></i>
</a>
</div>
<div class="columns is-centered">
<div class="column is-8">
<div class="content">
<p>
We thank the authors of <a href="https://github.com/nerfies/nerfies.github.io"><span class="textsc">Nerfies</span></a> that kindly open sourced the template of this website.
</p>
</div>
</div>
</div>
</div>
</footer>
</body>
</html>