Generate Images from Lines Generator za notranje oblikovanje – avtor Junming Chen

Delo Generate Images from Lines Generator za notranje oblikovanje avtorja Junming Chen je izjemno cenjeni dobitnik prestižne nagrade 2023 Železna nagrada A' Design Award v tekmovalni kategoriji Generativno, algoritemsko, parametrično in z UI podprto oblikovanje.

ŽeleznaGenerativno· 2023

Generate Images from Lines Generator za notranje oblikovanje

avtor/ica: Junming Chen

Naročnik: Junming Chen

Dobitnik nagrade Železna nagrada A' Design Award v kategoriji Generativno

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Preverite status nagrade za #150690

Ogled na A' Design Award Sporočilo za javnost Značka nagrade

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Dizajn

O dizajnu Generate Images from Lines Generator za notranje oblikovanje

Generate Images from Lines je sistem umetne inteligence, ki iz linijskih risb ustvarja upodobitve notranje opreme. Sistem temelji na izboljšanem difuzijskem modelu, naučenem na več kot 20.000 slikah notranje opreme, ki so jih zbrali in označili profesionalni oblikovalci. Oblikovalci vnesejo ročno narisan ali digitalni linijski osnutek in izberejo dekorativni slog, na primer moderni, japonski, evropski ali kitajski. Upodobitev je izdelana v nekaj sekundah. Zasnove se spreminjajo z urejanjem linijskega osnutka, zato ročno modeliranje in ponovno upodabljanje nista potrebna.

Priznanje

O nagradi Železna nagrada A' Design Award

Generate Images from Lines Generator za notranje oblikovanje je prejemnik Železne nagrade A' Design Award, prestižnega priznanja, ki se podeljuje dobrim oblikovanjem, ki izpolnjujejo profesionalne in industrijske zahteve, pričakovane od dobro zasnovanih stvaritev. Prejemniki Železne nagrade kažejo veliko spretnost, visoko specializacijo, strokovno razumevanje in ustvarjalne zmožnosti svojih ustvarjalcev. Od Generate Images from Lines Generator za notranje oblikovanje se pričakuje, da bo visoko cenjena, občudovana in ljubljena stvaritev, ki je praktična in inovativna. To oblikovanje, nagrajeno z Železno nagrado A' Design Award, vključuje najboljše prakse panoge in ima kompetentne tehnične lastnosti, povezane s strokovnim znanjem in talentom. Zaradi svoje temeljitosti si Generate Images from Lines Generator za notranje oblikovanje zasluži spoštovanje in je zasnovan tako, da zagotavlja izboljšave kakovosti življenja, ki pomagajo narediti svet boljši kraj.

V ozadju dizajna

Komplet za medije

Zasluge, člani ekipe in tehnične podrobnosti, ki jih je posredoval oblikovalec.

Edinstvene lastnosti: The design was done by artificial intelligence (AI) in collaboration with designers. We trained an AI that professionally generates interior designs, which can generate interior designs with different decorative styles based on input line drafts. It solves the problem that the traditional design modification requires remodeling and rendering. It only takes a few seconds to generate a design using this method, and the efficiency of generation and modification is increased by dozens of times.
Dimenzije in embalaža: Use artificial intelligence to cooperate with designers to generate designs with different decorative styles. The design area is 160 square meters, and the decoration styles include modern, Japanese, European, and Chinese styles.
Oznake: Artificial intelligence, Human-machine collaboration, Interior design, Generative design, Efficient design, Rapid modification, Controllable design, Decoration style control
Proizvodna tehnologija: The AI technology we use is our improved diffusion model technology. The typical defect of the diffusion model is that it cannot generate design according to specific "decorative style" and "space attribute," which is fatal for interior design. To this end, we re-collected and manufactured a data set containing more than 20,000 interior design renderings and data annotations and handed the data set to AI learning to generate an AI suitable for interior design. The AI can generate interior renderings specifying "decorative style" and "space attributes" by inputting line sketches.
Oblikovalski izziv: The challenge of this design is to build a professional interior design AI that generates designs of high quality and correct decor. To this end, we asked professional designers to collect and label tens of thousands of interior design images and then handed over the filtered data to AI for training. Make AI understand what is "decorative style," "spatial attributes," and "aesthetic attributes" and generate an interior design with a specified decorative style.
Raziskave: Research Background: The interior design process could be more convenient, and the efficiency of design and modification could be higher.
Methods: We trained an AI for professional interior design and used AI to cooperate with people to generate interior designs of various decorative styles from line drawings.
Results: Using our AI, designers can obtain an interior design rendering every few seconds, efficiently generating and modifying designs.
Insights: Our method can quickly generate large batches of interior designs with specified decoration styles and spatial attributes, and the generated results can be changed by modifying the line draft. Design efficiency is improved by eliminating the need for manual modeling and rendering.
Inspiracija: The traditional process of obtaining renderings for interior design is tedious and time-consuming. We use artificial intelligence (AI) to generate interior design, improve design efficiency, and explore new ways of human-computer collaborative design. Specifically, we trained an AI to create interior designs, which can quickly generate and modify designs in cooperation with humans. Changing the design does not require modifying the model and re-rendering, which improves design efficiency.
Trajanje projekta: The project is located in Guangzhou, Guangdong Province, China, and was designed in 2023.
Potek delovanja: 1. Professional designers collect interior design images and mark and screen them.
2. Use the filtered data to train a professional interior design AI.
3. Designers use AI to design.
4. The designer inputs the hand-drawn or design line draft into AI to specify the decoration style.
5. AI generates the interior design of the specified decoration style.
6. The designer adjusts the line draft of the unsatisfactory part of the design and then regenerates the design.
7. After adjusting the line draft and generating it multiple times, a good design is obtained.