Railwail
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FLUX.1 Depth

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

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

IsprobajPreuzmi API ključUsporedi
Cijena
0,060 US$/slika
Ulaz → izlaz
Tekst → Slika
Razvojni inženjer
Black Forest Labs
Ažurirano
23. septembar 2026.
01

Playground

Isprobaj FLUX.1 Depth

Nema obrasca za unos

0,060 US$/slika

Za ovaj model još nema obrasca za unos

Njegovi unosi još nisu dokumentirani. Kako bi se izbjeglo neuspješno pokretanje zbog pogrešnog unosa, ovdje ne nudimo obrazac. Umjesto toga odaberi usporediv 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

UkratkoStanje: 23. septembar 2026.

FLUX.1 Depth je model od Black Forest Labs iz kategorije Generiranje slika. Na Railwailu, FLUX.1 Depth košta 0,060 US$ po slici.

Pozadina

O Black Forest Labs

Osnovano 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.

Posjetite 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 tokena

Mogućnosti

  • 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.

Obuka i 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.

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

Poznata ograničenja

  • 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

Znanstveni članci

04

Cijene

Cijene u USD-u. Korištenje se naplaćuje iz unaprijed plaćenih kredita.
Po slici0,060 US$ po slici
  • 1 kredit = 0,01 US$

Kalkulator troškova

Kalkulator cijena

Ukupno

6,00 US$

600 kredita

Po pokretanju

0,06 US$ · 6 kredita

Fiksna cijena po pokretanju, poznata prije početka.

05

API

Pozovi FLUX.1 Depth sa svojim Railwail API ključem. Koristi ovaj ID modela u zahtjevu:
flux-1-depthPogledaj API dokumentacijuDobij API ključ

Nema provjeren primjer API-ja

Ulazi ovog modela još nisu dokumentirani.

06

Specifikacije

ID modela
flux-1-depth
Razvojni inženjer
Black Forest Labs
Kategorija
Generiranje slika
Ulaz
Tekst
Izlaz
Slika
Naplata
Fiksna cijena, poznata prije pokretanja
Veličina 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.
Katalog ažuriran
23. septembar 2026.

Oznake

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

Primjena

Za što se koristi

  • 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

Često postavljana pitanja

Što je FLUX.1 Depth?

FLUX.1 Depth je model od Black Forest Labs iz kategorije Generiranje slika.

Koliko stoji FLUX.1 Depth na Railwailu?

Na Railwailu, FLUX.1 Depth košta 0,060 US$ po slici. Cijena je poznata prije nego što se pokretanje počne. Korištenje se plaća iz unaprijed kupljenih kredita; 1 kredit jednaka je 0,01 US$.

Koliko je brz FLUX.1 Depth?

Za FLUX.1 Depth na Railwailu još nema dovoljno izmjerenih pokretanja da bi se navedlo vrijeme izvršavanja. Ovisi o unošenju, postavkama i opterećenju kod pružatelja.

Je li FLUX.1 Depth bolji od FLUX 1.1 Pro?

To ovisi o zadatku. FLUX.1 Depth (Black Forest Labs) i FLUX 1.1 Pro (Black Forest Labs) su oba modela iz kategorije Generiranje slika. Stranica za usporedbu prikazuje njihove cijene i specifikacije usporedno.

Usporedi FLUX.1 Depth i FLUX 1.1 Pro
09

Usporedivi modeli

Svi u ovoj kategoriji

Svi modeli preko jednog API-ja

Jedan API ključ za sve modele na Railwailu. Korištenje se naplaćuje iz unaprijed plaćenih kredita, 1 kredit = 0,01 US$.

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