Railwail
Prijava

FLUX.1 Depth

Generiranje slikRazpoložljivo
od Black Forest LabsID modela: flux-1-depth

FLUX structural control via depth maps. Keep 3D scene layout while changing style/content.

PreizkusiPridobi API ključPrimerjaj
Cena
0,060 $/slika
Vhod → Izhod
Besedilo → Slika
Razvijalec
Black Forest Labs
Posodobljeno
23. september 2026
01

Igrišče

Preizkusi FLUX.1 Depth

Brez vnosne maske

0,060 $/slika

Za ta model še ni vnosne maske

Njegovi vnosi še niso dokumentirani. Da se zagon ne bi neuspešno zaključil z napačnim vnosom, tu ne ponujamo obrazca. Namesto tega izberi primerljiv model.

02

Examples

Real outputs from the public examples of this model on Replicate, with the prompt and settings that produced them. They were not generated live on this page.
03

O FLUX.1 Depth

PovzetekOd 23. september 2026

FLUX.1 Depth je model razvijalca Black Forest Labs iz kategorije Generiranje slik. Na Railwail stane FLUX.1 Depth 0,060 $ na sliko.

Ozadje

O Black Forest Labs

Ustanovljeno 2024 · Freiburg, Germany

Black Forest Labs was founded in August 2024 in Freiburg, Germany by Robin Rombach, Patrick Esser, Andreas Blattmann and Dominik Lorenz, the team that built Latent Diffusion at LMU Munich and Stable Diffusion at Stability AI. The company raised a $31M seed round led by Andreessen Horowitz in 2024 and launched the FLUX.1 family (pro, dev, schnell) plus the FLUX.1 Tools (Fill, Canny, Depth, Redux). Black Forest Labs positions itself as Europe's flagship open foundation-model lab for generative media.

Obiščite Black Forest Labs

Arhitektura

Rectified-flow Diffusion Transformer (DiT) with depth-map structural conditioning

FLUX.1 Depth is part of the FLUX.1 Tools suite released in late 2024. It extends the base FLUX.1 [dev] / [pro] rectified-flow DiT backbone with an additional conditioning branch that consumes a depth map (typically produced by MiDaS, Depth Anything v2 or ZoeDepth) of a reference image. Depth features are injected into DiT blocks via ControlNet-style adapters so that the generated image preserves the 3D layout (perspective, occlusions, scale) of the source while colour, materials, lighting and style are dictated by the text prompt. The model uses T5-XXL plus CLIP-L text encoders and a 16x VAE, and samples with 28-50 flow-matching steps. Black Forest Labs fine-tuned the conditioning branch on a large licensed corpus of depth-image pairs, building on the rectified-flow training recipe from the SD3 paper (Esser et al. 2024).

Parametri
~12B (FLUX.1 dev backbone) plus depth conditioning branch
Kontekst
512 žetonov

Zmožnosti

  • Depth-conditioned generation that preserves 3D scene structure
  • Works at up to 2 MP output resolution
  • Strong photorealism and prompt fidelity inherited from FLUX.1
  • Ideal for view-consistent restyling of indoor/outdoor scenes
  • Compatible with depth maps from MiDaS, Depth Anything v2, ZoeDepth
  • Pairs well with Canny and Fill for compound conditioning workflows
  • Best for: interior design visualisation, automotive renders, architectural restyling, world-building.

Usposabljanje in licenca

Fine-tuned from FLUX.1 base weights on pairs of images and estimated depth maps from a curated licensed corpus. Exact composition is not disclosed.

Licenca: FLUX.1 [dev] non-commercial license for dev weights; FLUX.1 [pro] commercial only via API.

Preizkusi varnosti: Inherits safety filters of the base FLUX.1 family including CSAM, NCII and IP-related guardrails.

Znane omejitve

  • Requires a precomputed depth map at inference
  • Output quality depends on depth-map accuracy
  • Dev weights non-commercial only
  • Less effective when source depth is very noisy or low-resolution

Raziskovalni članki

04

Cene

Cene v ameriških dolarjih. Uporaba se obračuna iz vnaprej plačanih kreditov.
Na sliko0,060 $ na sliko
  • 1 kredit = 0,01 $

Kalkulator stroškov

Kalkulator cen

Skupaj

6,00 $

600 kreditov

Na zagon

0,06 $ · 6 kreditov

Fiksna cena na zagon, znana pred začetkom.

05

API

Pokličite FLUX.1 Depth s svojim Railwail API ključem. V zahtevku uporabite to ID modela:
flux-1-depthDokumentacija APIPridobite API ključ

Ni preverjenega primera API

Vhodi tega modela še niso dokumentirani.

06

Specifikacije

ID modela
flux-1-depth
Razvijalec
Black Forest Labs
Kategorija
Generiranje slik
Vhod
Besedilo
Izhod
Slika
Obračunavanje
Fiksna cena, znana pred zagonom
Velikost modela
~12B (FLUX.1 dev backbone) plus depth conditioning branch
Licenca
FLUX.1 [dev] non-commercial license for dev weights; FLUX.1 [pro] commercial only via API.
Kataložni vnos posodobljen
23. september 2026

Oznake

  • flux
  • black-forest-labs
  • image-edit
  • controlnet
  • depth
  • structural
07

Primeri uporabe

Kaj se uporablja za

  • Interior design and real-estate visualisation
  • Automotive and product configurator renders
  • Architectural facade restyling preserving perspective
  • World-building and game-environment concept art
  • Storyboard depth-to-render conversion
  • AR/VR scene mockups
08

Pogosta vprašanja

Kaj je FLUX.1 Depth?

FLUX.1 Depth je model podjetja Black Forest Labs iz kategorije Generiranje slik.

Koliko stane FLUX.1 Depth na Railwailu?

Na Railwail stane FLUX.1 Depth 0,060 $ na sliko. Cena je znana pred začetkom izvajanja. Uporaba se plača s predplačanimi krediti; 1 kredit je enak 0,01 $.

Kako hiter je FLUX.1 Depth?

Za FLUX.1 Depth je na Railwailu še premalo izmerjenih zagonov, da bi navedli čas izvajanja. Odvisno je od vnosa, nastavitev in obremenitve pri ponudniku.

Je FLUX.1 Depth boljši od FLUX 1.1 Pro?

To je odvisno od naloge. FLUX.1 Depth (Black Forest Labs) in FLUX 1.1 Pro (Black Forest Labs) sta oba modela iz kategorije Generiranje slik. Stran za primerjavo prikazuje njune cene in specifikacije drug ob drugem.

Primerjaj FLUX.1 Depth in FLUX 1.1 Pro
09

Primerljivi modeli

Vsi v tej kategoriji

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En API ključ za vsak model na Railwail. Uporaba se obračuna iz vnaprej plačanih kreditov, 1 kredit = 0,01 $.

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