Private beta · photo to printable relief STL

Turn a photo into printable 3D wall art.

Test the complete proof chain before sharing your own images: sample photo, processed heightmap, exact exported STL, and Bambu Studio import evidence in one focused flow.

Run proof demoRequest editor access

Start public and low-friction. Custom uploads stay private behind an invite-backed editor session.

Export
STL
Geometry-only, slicer-portable output.
Slicer
Bambu
Headless import/export evidence captured.
Controls
Admin
Cleanup and feedback exports are operator-gated.
Source
Heightmap
Mesh preview ready
Exact STL previewDepth-colored geometry

Choose your path

Start with proof, then unlock custom work only when it makes sense.

Every route keeps the beta caveats visible: STL is geometry-only, physical print validation is still gated, and hosted AI segmentation is not integrated yet.

PublicPreset demo

Run one sample through the visible heightmap → exact STL → validation chain.

Private betaAccount-gated custom editor

Use your own photo after creating a lightweight backend beta session.

EvidenceProof cards

Review examples, caveats, and outreach-safe claims before sharing broadly.

The claim chain

Show the transformation before asking for trust.

The new beta path is designed for screenshots, customer conversations, and real uploads: every promise is paired with a visible artifact.

01

Source photo

Start with a JPG/PNG, a controlled sample, or a customer image you want to test.

02

Processed heightmap

Inspect the contrast and depth map before trusting the generated mesh.

03

Exact STL preview

The browser preview uses the exported geometry, not a decorative mockup.

04

Slicer-ready artifact

Download a geometry-only STL after validation and visual checks pass.

Slicer validation

Bambu Studio accepted a live-generated STL.

The latest private-beta smoke generated an STL through the live editor API, imported it with Bambu Studio 02.07.01.57 under Xvfb, and exported the imported project as a valid 3MF package.

Import resultmanifold = yes

Bambu Studio reported one part with 24,572 facets and non-zero volume.

Measured size80 × 53.33 × 7.44 mm

The imported dimensions match the generated wall-art relief target.

3MF packageobject_1.model present

Exported 3MF contains model geometry; physical printer validation remains separate.

Built for early learning

A polished beta surface without hiding the caveats.

Etsy sellers

Test whether buyer photos can become premium custom wall-art products before adding a new listing line.

Makers

See the processed heightmap, exact mesh, validation metadata, and final STL in one browser workflow.

Print shops

Use a repeatable beta intake path for quick photo-to-relief prototypes without exposing operator tools publicly.

Example evidence

Realistic sample cards for outreach and beta claims.

These cards keep the proof chain close to the CTA: sample image, target use case, generation evidence, and current limitations.

Deterministic SVG preview of a dog portrait converted into a layered wall-art relief.

120 × 90 mm · 8.4 mm max relief

Pet portrait wall relief

A high-contrast pet silhouette with stepped fur bands and a printable plaque base for a common custom-shop use case.
Use case
Personalized memorial or gift panel
Evidence
source mask + height bands visible · manifold-style raised border · engraved title/date area
Deterministic SVG preview of a coastal landscape translated into layered relief bands.

140 × 82 mm · 6.8 mm max relief

Coastal housewarming panel

A landscape-style relief sample showing how horizon lines, water, and foreground shapes become shallow wall-art layers.
Use case
Photo-to-relief landscape wall art
Evidence
separate sky/water height bands · raised foreground frame · export-note metadata shown
Deterministic SVG preview of a floral wedding monogram relief plaque.

110 × 110 mm · 7.2 mm max relief

Wedding monogram proof

A square keepsake plaque demonstrating text, simple ornament, and border geometry without claiming a separate art mode.
Use case
Event keepsake wall-art plaque
Evidence
raised initials and date · floral relief clusters · flat back plate for wall mounting
Deterministic SVG preview of a trail map wall-art relief with contour lines and route path.

130 × 95 mm · 5.6 mm max relief

Trail map relief card

A route-memory wall panel sample using abstracted contour lines and a raised trail path as a realistic relief use case.
Use case
Outdoor route memory panel
Evidence
contour-style line relief · highlighted route ridge · corner mounting pads

Private beta guardrails

Designed to look launch-ready while staying operationally honest.

This route keeps the existing product available, adds a more professional proof-first surface, and preserves the current gates around outreach sends, physical validation, hosted AI providers, and new art modes.

  • Uploads are size-limited and not published into a public gallery.
  • Maintenance cleanup and feedback export remain admin/operator surfaces.
  • Performance language should be measured before any “under 60 seconds” claim ships.

Better product shape

Separate the public demo from the custom editor.

The product gets stronger when each route has one job: /demo proves the output with a preset sample, while /editor gates custom uploads behind an account so beta intent and usage can be measured.

PublicPreset demo

One deterministic sample, one balanced preset, proof artifacts first.

AccountCustom editor

Uploads, tuning controls, recommendations, previews, and export.