Image-to-3D review
Kollektive image-to-3D review, 18 October 2026: 40 Source images given to TRELLIS-image-large and TripoSR on one rented RTX 4090, 140 executed cases.
Drag to rotate, scroll to zoom. The first viewer in each card is the 50,000-face member-budget mesh with vertex colours; the second is the model's raw output before simplification.
Catalog photographs: Amazon Berkeley Objects dataset, CC BY 4.0, Amazon.com. The teapot is a synthetic control image. Temporary review page.
Cost analysis
Nominal figures from the quoted rate of $0.4356/hour on RTX 4090 (The Netherlands, NL)
and the measured timings of this session. They are not a provider invoice; the actual charge posts later and transfer prices are the host's quoted rates.
Session item Value Instance lifetime 102.5 min GPU rental $0.744 Inbound transfer (runtime archive + models + sources) 10.5 GB · $0.041 Allocated storage (60 GB) $0.038 Nominal session total $0.82 (ceiling was $2)
Model Inference / object Post-processing Cold load Peak VRAM GPU time / object (warm) Cost / object 100 objects, one session triposr 1.6–3.9 s 0.0–3.9 s 96 s 10.6 GB 2.9 s $0.0003 $0.08 trellis-image-large 2.7–7.3 s 1.0–81.5 s 170 s 15.8 GB 31.4 s $0.0038 $0.44
Fixed costs dominate short sessions: instance start, the runtime transfer, the model download and the cold load. TripoSR fits an 8 GB GPU, which widens the pool of cheap offers; TRELLIS needs a 16 GB class card. TRELLIS ran at its 25-step defaults here; its 12-step README setting roughly halves inference time and is an untested variant in the case matrix.
Abstract Abstract metal sculpture in Skulpturenpark Katzow 05.jpg CC BY-SA 4.0 · Siarhei Besarab, Wikimedia Commons, CC BY-SA 4.0: Abstract metal sculpture in Skulpturenpark Katzow 05.jpg · source page · abstract sculpture
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (4341 KiB) inference 5.5s, load 0.0s (warm), faces 148096 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (3472 KiB) inference 5.5s, load 0.0s (warm), faces 148068 → 29346, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (741 KiB) inference 1.7s, load 0.0s (warm), faces 25237 → 25162, cutout u2net, peak VRAM 5.6 GB
Abstract modern painting art in contrasting color shapes on canvas with oil paint - title, 'no. 5.088' - painted in 1999 by artist Fons Heijnsbroek - free download art image in high resolution.jpg CC0 · Fons Heijnsbroek, Wikimedia Commons, CC0: Abstract modern painting art in contrasting color shapes on canvas with oil paint - title, 'no. 5.088' - painted in 1999 by artist Fons Heijnsbroek - free download art image in high resolution.jpg · source page · abstract painting
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (5059 KiB) inference 5.2s, load 0.0s (warm), faces 172636 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (4047 KiB) inference 5.1s, load 0.0s (warm), faces 172644 → 47980, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (623 KiB) inference 1.8s, load 0.0s (warm), faces 21237 → 21185, cutout u2net, peak VRAM 5.6 GB
Decorative Painting CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Decorative Painting · source page · abstract painting
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (31333 KiB), served from object storage inference 5.7s, load 0.0s (warm), faces 1069528 → 49997, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (25066 KiB) inference 5.7s, load 0.0s (warm), faces 1069538 → 49662, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (7945 KiB) inference 2.2s, load 0.0s (warm), faces 270999 → 49976, cutout u2net, peak VRAM 5.6 GB
Animal Creature 2015-01-20 first cover- by-David-Revoy.jpg CC BY 4.0 · David Revoy, Wikimedia Commons, CC BY 4.0: 2015-01-20 first cover- by-David-Revoy.jpg · source page · imaginary creature, illustrated
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (28979 KiB), served from object storage inference 7.3s, load 0.0s (warm), faces 989104 → 49992, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (23187 KiB) inference 7.3s, load 0.0s (warm), faces 989308 → 24320, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1566 KiB) inference 2.0s, load 0.0s (warm), faces 53352 → 49900, cutout u2net, peak VRAM 5.6 GB
Anodorhynchus glaucus stuffed specimen Berlin 2018 2.jpg CC BY-SA 4.0 · Etemenanki3, Wikimedia Commons, CC BY-SA 4.0: Anodorhynchus glaucus stuffed specimen Berlin 2018 2.jpg · source page · specimen photograph
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (3344 KiB) inference 5.6s, load 0.0s (warm), faces 114110 → 49999, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (2675 KiB) inference 5.8s, load 0.0s (warm), faces 114110 → 38318, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (723 KiB) inference 1.8s, load 0.0s (warm), faces 24613 → 24565, cutout u2net, peak VRAM 5.6 GB
Horse Harness CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Horse Harness · source page · animal sculpture
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (9395 KiB) inference 5.3s, load 0.0s (warm), faces 320640 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (7518 KiB) inference 5.2s, load 0.0s (warm), faces 320736 → 25284, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2800 KiB) inference 1.7s, load 0.0s (warm), faces 95454 → 49976, cutout u2net, peak VRAM 5.6 GB
Architecture "IMG 9443"Guggenheim Museum Bilbao - "Maman".jpg CC BY-SA 4.0 · Kuroczynski, Wikimedia Commons, CC BY-SA 4.0: "IMG 9443"Guggenheim Museum Bilbao - "Maman".jpg · source page · unusual building
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (14194 KiB) inference 5.2s, load 0.0s (warm), faces 484420 → 49999, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (11358 KiB) inference 5.2s, load 0.0s (warm), faces 484546 → 34258, cutout u2net, peak VRAM 15.8 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (11357 KiB) inference 5.4s, load 0.0s (warm), faces 484512 → 34326, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (464 KiB) inference 1.7s, load 0.0s (warm), faces 15825 → 15794, cutout u2net, peak VRAM 5.6 GB
201708 Habitat 67 Montréal 06.jpg CC BY-SA 4.0 · Ziko, Wikimedia Commons, CC BY-SA 4.0: 201708 Habitat 67 Montréal 06.jpg · source page · unusual building
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (27529 KiB), served from object storage inference 5.8s, load 0.0s (warm), faces 939306 → 49984, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (22021 KiB) inference 5.8s, load 0.0s (warm), faces 939288 → 48506, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (444 KiB) inference 1.8s, load 0.0s (warm), faces 15109 → 15065, cutout u2net, peak VRAM 5.6 GB
Architectural Model CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Architectural Model · source page · building model
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (21218 KiB) inference 5.2s, load 0.0s (warm), faces 724224 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (16977 KiB) inference 5.2s, load 0.0s (warm), faces 724336 → 20446, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (3852 KiB) inference 1.9s, load 0.0s (warm), faces 131307 → 49993, cutout u2net, peak VRAM 5.6 GB
Chair Amazon Brand – Stone & Beam Parson Armless Dining Room Chairs, 40 Inch Height, Set of 2, Beige CC BY 4.0 · Amazon.com, Amazon Berkeley Objects Dataset · multiple objects in frame
Source trellis-image-large · README fast settings {"faces": "50000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (7253 KiB) inference 2.8s, load 0.0s (warm), faces 247456 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · defaults, second seed {"faces": "50000", "seed": 2, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (7973 KiB) inference 5.3s, load 0.0s (warm), faces 272072 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · fast settings, 200k budget {"faces": "200000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (7253 KiB) inference 2.8s, load 0.0s (warm), faces 247448 → 199988, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (7681 KiB) inference 5.4s, load 0.0s (warm), faces 327708 → 19818, cutout u2net, peak VRAM 15.8 GB
triposr · finer grid {"faces": "50000", "resolution": 320, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (4468 KiB) inference 2.9s, load 0.0s (warm), faces 152388 → 49989, cutout u2net, peak VRAM 10.6 GB
triposr · lower threshold, 200k budget {"faces": "200000", "resolution": 256, "texture": "color", "threshold": 15.0}
member-budget GLB (vertex colours) raw geometry (2898 KiB) inference 1.6s, load 0.0s (warm), faces 98804 → 98622, cutout u2net, peak VRAM 10.6 GB
Complex Composition Fruit CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Fruit · source page · several objects
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (22811 KiB) inference 5.6s, load 0.0s (warm), faces 777918 → 49990, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (18244 KiB) inference 5.7s, load 0.0s (warm), faces 777848 → 40725, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (3334 KiB) inference 1.8s, load 0.0s (warm), faces 113653 → 49975, cutout u2net, peak VRAM 5.6 GB
Summer (Aestas), from "The Seasons" CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Summer (Aestas), from "The Seasons" · source page · many figures
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (8664 KiB) inference 5.4s, load 0.0s (warm), faces 295708 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (6931 KiB) inference 5.6s, load 0.0s (warm), faces 295716 → 50000, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1690 KiB) inference 1.8s, load 0.0s (warm), faces 57603 → 49901, cutout u2net, peak VRAM 5.6 GB
Human Figure Evening dress CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Evening dress · source page · dressed mannequin
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (14549 KiB) inference 5.6s, load 0.0s (warm), faces 496588 → 49999, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (11640 KiB) inference 5.6s, load 0.0s (warm), faces 496604 → 49387, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2595 KiB) inference 1.8s, load 0.0s (warm), faces 88439 → 49969, cutout u2net, peak VRAM 5.6 GB
Marble statue of a kore (maiden) CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Marble statue of a kore (maiden) · source page · classical statues
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (8738 KiB) inference 5.4s, load 0.0s (warm), faces 298208 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (6990 KiB) inference 5.4s, load 0.0s (warm), faces 298168 → 23888, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1629 KiB) inference 1.7s, load 0.0s (warm), faces 55514 → 49924, cutout u2net, peak VRAM 5.6 GB
Part of the left foot of a colossal marble statue CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Part of the left foot of a colossal marble statue · source page · classical statues
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (18356 KiB) inference 5.1s, load 0.0s (warm), faces 626532 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (14686 KiB) inference 5.4s, load 0.0s (warm), faces 626584 → 22302, cutout u2net, peak VRAM 15.8 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (14686 KiB) inference 5.2s, load 0.0s (warm), faces 626592 → 22268, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (4113 KiB) inference 1.7s, load 0.0s (warm), faces 140228 → 49991, cutout u2net, peak VRAM 5.6 GB
Illustration 2015-02-17 shichimi-concept-art by-David-Revoy.jpg CC BY 4.0 · David Revoy, Wikimedia Commons, CC BY 4.0: 2015-02-17 shichimi-concept-art by-David-Revoy.jpg · source page · comic illustration, CC BY
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (12149 KiB) inference 5.4s, load 0.0s (warm), faces 414678 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (9722 KiB) inference 5.3s, load 0.0s (warm), faces 414806 → 33668, cutout u2net, peak VRAM 15.8 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (9721 KiB) inference 5.5s, load 0.0s (warm), faces 414742 → 33588, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2464 KiB) inference 1.8s, load 0.0s (warm), faces 84009 → 49981, cutout u2net, peak VRAM 5.6 GB
2015-12-29 landscape-cover-for-the-website by-David-Revoy.jpg CC BY 4.0 · David Revoy, Wikimedia Commons, CC BY 4.0: 2015-12-29 landscape-cover-for-the-website by-David-Revoy.jpg · source page · comic illustration, CC BY
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (7253 KiB) inference 5.6s, load 0.0s (warm), faces 247558 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (5801 KiB) inference 5.5s, load 0.0s (warm), faces 247498 → 44600, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1736 KiB) inference 2.0s, load 0.0s (warm), faces 59157 → 49927, cutout u2net, peak VRAM 5.6 GB
All Weather Girls Portrait.png CC BY 3.0 · ykkb, Wikimedia Commons, CC BY 3.0: All Weather Girls Portrait.png · source page · anime-style art
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (18336 KiB) inference 5.1s, load 0.0s (warm), faces 624860 → 49999, cutout input_alpha, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (14667 KiB) inference 5.2s, load 0.0s (warm), faces 624954 → 30304, cutout input_alpha, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (13665 KiB) inference 2.3s, load 0.0s (warm), faces 465739 → 49966, cutout input_alpha, peak VRAM 5.6 GB
The Actor Nakamuro Tomijuro as a Mounted Warrior CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): The Actor Nakamuro Tomijuro as a Mounted Warrior · source page · stylized print
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (15649 KiB) inference 5.3s, load 0.0s (warm), faces 534152 → 49986, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (12519 KiB) inference 5.5s, load 0.0s (warm), faces 534124 → 34743, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2669 KiB) inference 1.9s, load 0.0s (warm), faces 90929 → 49966, cutout u2net, peak VRAM 5.6 GB
Interior Alumni Library reading room 1919 (3191360365).jpg Public domain · Snyder, Frank R.
Flickr: Miami U. Libraries - Digital Collections, Wikimedia Commons, Public domain: Alumni Library reading room 1919 (3191360365).jpg · source page · corridor or hall
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (23033 KiB) inference 5.2s, load 0.0s (warm), faces 785710 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (18427 KiB) inference 5.3s, load 0.0s (warm), faces 785780 → 45803, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1130 KiB) inference 1.8s, load 0.0s (warm), faces 38532 → 38479, cutout u2net, peak VRAM 5.6 GB
Wentworth House CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Wentworth House · source page · furnished room
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (10475 KiB) inference 5.3s, load 0.0s (warm), faces 357548 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (8379 KiB) inference 5.4s, load 0.0s (warm), faces 357524 → 40158, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2423 KiB) inference 1.9s, load 0.0s (warm), faces 82573 → 49956, cutout u2net, peak VRAM 5.6 GB
Lamp Amazon Brand – Rivet Mid-Century Modern Cone Nightstand Table Desk Lamp with LED Light Bulb - 15 Inches, Black and Gold CC BY 4.0 · Amazon.com, Amazon Berkeley Objects Dataset
Source trellis-image-large · README fast settings {"faces": "50000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (11621 KiB) inference 2.7s, load 0.0s (warm), faces 396616 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · defaults, second seed {"faces": "50000", "seed": 2, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (11748 KiB) inference 5.1s, load 0.0s (warm), faces 400964 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · fast settings, 200k budget {"faces": "200000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (11622 KiB) inference 2.7s, load 0.0s (warm), faces 396668 → 200000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (9221 KiB) inference 5.1s, load 0.0s (warm), faces 393380 → 29444, cutout u2net, peak VRAM 15.8 GB
triposr · finer grid {"faces": "50000", "resolution": 320, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (3386 KiB) inference 3.1s, load 0.0s (warm), faces 115468 → 49987, cutout u2net, peak VRAM 10.6 GB
triposr · lower threshold, 200k budget {"faces": "200000", "resolution": 256, "texture": "color", "threshold": 15.0}
member-budget GLB (vertex colours) raw geometry (2159 KiB) inference 1.7s, load 0.0s (warm), faces 73604 → 73452, cutout u2net, peak VRAM 10.6 GB
Rivet Pineapple Ceramic Table Lamp, Modern, 18" H, White and Gold CC BY 4.0 · Amazon.com, Amazon Berkeley Objects Dataset
Source trellis-image-large · README fast settings {"faces": "50000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (18525 KiB) inference 2.8s, load 0.0s (warm), faces 632328 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · defaults, second seed {"faces": "50000", "seed": 2, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (17592 KiB) inference 5.3s, load 0.0s (warm), faces 600492 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · fast settings, 200k budget {"faces": "200000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (18524 KiB) inference 2.8s, load 0.0s (warm), faces 632304 → 200000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (14686 KiB) inference 5.3s, load 0.0s (warm), faces 626604 → 17594, cutout u2net, peak VRAM 15.8 GB
triposr · finer grid {"faces": "50000", "resolution": 320, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (5577 KiB) inference 3.0s, load 0.0s (warm), faces 190157 → 49982, cutout u2net, peak VRAM 10.6 GB
triposr · lower threshold, 200k budget {"faces": "200000", "resolution": 256, "texture": "color", "threshold": 15.0}
member-budget GLB (vertex colours) raw geometry (3439 KiB) inference 1.7s, load 0.0s (warm), faces 117241 → 116927, cutout u2net, peak VRAM 10.6 GB
Landscape 1 lake louise pano 2019.jpg CC BY-SA 4.0 · Chensiyuan, Wikimedia Commons, CC BY-SA 4.0: 1 lake louise pano 2019.jpg · source page · photograph · scaled by Wikimedia Commons to 2048 px width; original kept by URL
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (15643 KiB) inference 5.7s, load 170.1s (cold), faces 533894 → 49998, cutout u2net, peak VRAM 12.8 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (12513 KiB) inference 5.3s, load 0.0s (warm), faces 533862 → 49990, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1957 KiB) inference 2.5s, load 96.3s (cold), faces 66702 → 49925, cutout u2net, peak VRAM 5.6 GB
360-degree b/w Monster NASA media (public domain, NASA media usage guidelines) · NASA (JPL): 360-degree b/w Monster · source page · planetary landscape
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (11065 KiB) inference 5.1s, load 0.0s (warm), faces 377712 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (8850 KiB) inference 5.1s, load 0.0s (warm), faces 377620 → 45138, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (621 KiB) inference 2.0s, load 0.0s (warm), faces 21151 → 21111, cutout u2net, peak VRAM 5.6 GB
Autumn Trail Path RCR-TR-1.jpg CC BY-SA 4.0 · Shadowmeld Photography, Wikimedia Commons, CC BY-SA 4.0: Autumn Trail Path RCR-TR-1.jpg · source page · photograph without a single subject
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (10172 KiB) inference 5.1s, load 0.0s (warm), faces 347156 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (8137 KiB) inference 5.2s, load 0.0s (warm), faces 347102 → 36297, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (441 KiB) inference 1.9s, load 0.0s (warm), faces 15000 → 14974, cutout u2net, peak VRAM 5.6 GB
Junction of the Sacandaga and Hudson Rivers (No. 2 of The Hudson River Portfolio) CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Junction of the Sacandaga and Hudson Rivers (No. 2 of The Hudson River Portfolio) · source page · painted landscape
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (15207 KiB) inference 5.5s, load 0.0s (warm), faces 518928 → 49978, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (12164 KiB) inference 5.4s, load 0.0s (warm), faces 518856 → 48936, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1942 KiB) inference 1.7s, load 0.0s (warm), faces 66154 → 49926, cutout u2net, peak VRAM 5.6 GB
Ordinary Object "Bashkiriya" typewriter in the Youth Library named after A. P. Gaidar, SPb 02.jpg CC BY-SA 4.0 · Kaganer, Wikimedia Commons, CC BY-SA 4.0: "Bashkiriya" typewriter in the Youth Library named after A. P. Gaidar, SPb 02.jpg · source page · machine
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (23038 KiB) inference 5.9s, load 0.0s (warm), faces 786516 → 49998, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (18433 KiB) inference 6.0s, load 0.0s (warm), faces 786620 → 49687, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (3526 KiB) inference 2.0s, load 0.0s (warm), faces 120192 → 49989, cutout u2net, peak VRAM 5.6 GB
Armchair CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Armchair · source page · furniture, public domain
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (18274 KiB) inference 5.4s, load 0.0s (warm), faces 623684 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (14621 KiB) inference 5.6s, load 0.0s (warm), faces 623740 → 20568, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (3076 KiB) inference 1.8s, load 0.0s (warm), faces 104805 → 49986, cutout u2net, peak VRAM 5.6 GB
Teapot CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Teapot · source page · tableware
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (11326 KiB) inference 5.2s, load 0.0s (warm), faces 386568 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (9060 KiB) inference 5.3s, load 0.0s (warm), faces 386516 → 29232, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2307 KiB) inference 1.7s, load 0.0s (warm), faces 78617 → 49965, cutout u2net, peak VRAM 5.6 GB
Science Fiction Fantasy 3-environement.png CC BY 3.0 · David Revoy / Blender Foundation, Wikimedia Commons, CC BY 3.0: 3-environement.png · source page · fantasy art
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
Failed: IndexError: index 25107 is out of bounds for axis 0 with size 25106
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (19194 KiB) inference 5.6s, load 0.0s (warm), faces 818908 → 49185, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2283 KiB) inference 1.7s, load 0.0s (warm), faces 77798 → 49960, cutout u2net, peak VRAM 5.6 GB
Albert Robida - Cures d'air dans la montagne.jpg Public domain · Albert Robida, Wikimedia Commons, Public domain: Albert Robida - Cures d'air dans la montagne.jpg · source page · sci-fi art
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (31854 KiB), served from object storage inference 6.3s, load 0.0s (warm), faces 1087198 → 49993, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (25483 KiB) inference 6.3s, load 0.0s (warm), faces 1087178 → 48390, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2813 KiB) inference 1.7s, load 0.0s (warm), faces 95847 → 49969, cutout u2net, peak VRAM 5.6 GB
Early Program Development NASA media (public domain, NASA media usage guidelines) · NASA (MSFC): Early Program Development · source page · spaceship
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (6895 KiB) inference 5.1s, load 0.0s (warm), faces 235320 → 49992, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (5516 KiB) inference 5.1s, load 0.0s (warm), faces 235320 → 35795, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (1748 KiB) inference 1.6s, load 0.0s (warm), faces 59580 → 49906, cutout u2net, peak VRAM 5.6 GB
Shoes Amazon Essentials Onore Fashion-Sneakers, Evelina, 8 Toddler CC BY 4.0 · Amazon.com, Amazon Berkeley Objects Dataset
Source trellis-image-large · README fast settings {"faces": "50000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (21977 KiB) inference 3.0s, load 0.0s (warm), faces 750160 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · defaults, second seed {"faces": "50000", "seed": 2, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (19535 KiB) inference 5.3s, load 0.0s (warm), faces 666812 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · fast settings, 200k budget {"faces": "200000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (21981 KiB) inference 2.9s, load 0.0s (warm), faces 750300 → 200000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (17085 KiB) inference 5.4s, load 0.0s (warm), faces 728972 → 22642, cutout u2net, peak VRAM 15.8 GB
triposr · finer grid {"faces": "50000", "resolution": 320, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (4594 KiB) inference 3.4s, load 0.0s (warm), faces 156645 → 49992, cutout u2net, peak VRAM 10.6 GB
triposr · lower threshold, 200k budget {"faces": "200000", "resolution": 256, "texture": "color", "threshold": 15.0}
member-budget GLB (vertex colours) raw geometry (2906 KiB) inference 1.8s, load 0.0s (warm), faces 99072 → 98823, cutout u2net, peak VRAM 10.6 GB
Surreal The Round Tower, from "Carceri d'invenzione" (Imaginary Prisons) CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): The Round Tower, from "Carceri d'invenzione" (Imaginary Prisons) · source page · impossible architecture
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (35546 KiB), served from object storage inference 6.7s, load 0.0s (warm), faces 1213434 → 49986, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (28436 KiB), served from object storage inference 6.7s, load 0.0s (warm), faces 1213390 → 46873, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (7649 KiB) inference 2.2s, load 0.0s (warm), faces 260649 → 49976, cutout u2net, peak VRAM 5.6 GB
Title Page, from "Carceri d'invenzione" (Imaginary Prisons) CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): Title Page, from "Carceri d'invenzione" (Imaginary Prisons) · source page · impossible architecture
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (13070 KiB) inference 5.2s, load 0.0s (warm), faces 446122 → 49997, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (10455 KiB) inference 5.4s, load 0.0s (warm), faces 446058 → 46225, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (2223 KiB) inference 1.8s, load 0.0s (warm), faces 75804 → 49963, cutout u2net, peak VRAM 5.6 GB
Teapot Controlled synthetic ceramic teapot Kollektive internal control image · OpenAI imagegen, generated for Kollektive 3D evaluation on 2026-10-17 · controlled synthetic image; exclude from claims about performance on real photographs
Source trellis-image-large · README fast settings {"faces": "50000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (15550 KiB) inference 2.7s, load 0.0s (warm), faces 530732 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · defaults, second seed {"faces": "50000", "seed": 2, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (16920 KiB) inference 5.1s, load 0.0s (warm), faces 577480 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · fast settings, 200k budget {"faces": "200000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (15551 KiB) inference 2.7s, load 0.0s (warm), faces 530768 → 200000, cutout u2net, peak VRAM 15.6 GB
triposr · finer grid {"faces": "50000", "resolution": 320, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (4355 KiB) inference 3.0s, load 0.0s (warm), faces 148526 → 49984, cutout u2net, peak VRAM 10.6 GB
triposr · lower threshold, 200k budget {"faces": "200000", "resolution": 256, "texture": "color", "threshold": 15.0}
member-budget GLB (vertex colours) raw geometry (2767 KiB) inference 1.7s, load 0.0s (warm), faces 94331 → 94089, cutout u2net, peak VRAM 10.6 GB
Urban (2005) Neon Reflections (5704607800).jpg CC BY 2.0 · Diego Torres Silvestre from Sao Paulo, Brazil, Wikimedia Commons, CC BY 2.0: (2005) Neon Reflections (5704607800).jpg · source page · street scene
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (19342 KiB) inference 5.2s, load 0.0s (warm), faces 660224 → 49996, cutout u2net, peak VRAM 13.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (15473 KiB) inference 5.1s, load 0.0s (warm), faces 660200 → 47918, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (564 KiB) inference 1.6s, load 0.0s (warm), faces 19208 → 19160, cutout u2net, peak VRAM 5.6 GB
[Chatham Square, New York] CC0 (Met Open Access) · The Metropolitan Museum of Art, Open Access (CC0): [Chatham Square, New York] · source page · historical street
Source trellis-image-large · pipeline defaults {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (8258 KiB) inference 5.2s, load 0.0s (warm), faces 281838 → 49990, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 1024 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 1024}
baked-texture GLB raw geometry (6607 KiB) inference 5.1s, load 0.0s (warm), faces 281862 → 49344, cutout u2net, peak VRAM 15.8 GB
triposr · upstream defaults {"faces": "50000", "resolution": 256, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (3320 KiB) inference 1.7s, load 0.0s (warm), faces 113144 → 49981, cutout u2net, peak VRAM 5.6 GB
Vase Amazon Brand – Rivet Modern Geometric Pattern Decorative Stoneware Vase, Large Centerpiece, 12.25"H, White CC BY 4.0 · Amazon.com, Amazon Berkeley Objects Dataset
Source trellis-image-large · README fast settings {"faces": "50000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (14905 KiB) inference 3.0s, load 0.0s (warm), faces 508696 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · defaults, second seed {"faces": "50000", "seed": 2, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (15001 KiB) inference 5.4s, load 0.0s (warm), faces 511944 → 50000, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · fast settings, 200k budget {"faces": "200000", "seed": 1, "slat_guidance": 3.0, "slat_steps": 12, "sparse_guidance": 7.5, "sparse_steps": 12, "texture": "color"}
member-budget GLB (vertex colours) raw geometry (14907 KiB) inference 3.0s, load 0.0s (warm), faces 508780 → 199999, cutout u2net, peak VRAM 15.6 GB
trellis-image-large · baked texture 2048 {"faces": "50000", "seed": 1, "slat_guidance": 5.0, "slat_steps": 25, "sparse_guidance": 5.0, "sparse_steps": 25, "texture": "baked", "texture_size": 2048}
baked-texture GLB raw geometry (11886 KiB) inference 5.6s, load 0.0s (warm), faces 507116 → 19156, cutout u2net, peak VRAM 15.8 GB
triposr · finer grid {"faces": "50000", "resolution": 320, "texture": "color", "threshold": 25.0}
member-budget GLB (vertex colours) raw geometry (3734 KiB) inference 3.9s, load 0.0s (warm), faces 127350 → 49979, cutout u2net, peak VRAM 10.6 GB
triposr · lower threshold, 200k budget {"faces": "200000", "resolution": 256, "texture": "color", "threshold": 15.0}
member-budget GLB (vertex colours) raw geometry (2356 KiB) inference 2.3s, load 0.0s (warm), faces 80280 → 80071, cutout u2net, peak VRAM 10.6 GB
.jpg){kind=link}
_Neon_Reflections_(5704607800).jpg){kind=link}