Generate Images from Lines Shaqada Ugu Muhiimsan: Curiyaha Naqshadeynta Gudaha by Junming Chen

Generate Images from Lines Shaqada Ugu Muhiimsan: Curiyaha Naqshadeynta Gudaha by Junming Chen is a highly esteemed winner of the very prestigious 2023 Abaalmarinta Birta ah ee A' Design Award in Naqshadeynta Abuuriska, Algoriidamka, Halbeegga iyo Caawinta AI Competition Category.

BirAbuuris· 2023

Generate Images from Lines Shaqada Ugu Muhiimsan: Curiyaha Naqshadeynta Gudaha

by Junming Chen

Client: Junming Chen

Abaalmarinta Birta ah ee A' Design Award Winner in Abuuris Category

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View at A' Design Award Press Release Award Badge

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The Design

About Generate Images from Lines Shaqada Ugu Muhiimsan: Curiyaha Naqshadeynta Gudaha

Qoraalka Buugga: Generate Images from Lines waa nidaam sirdoon-macmal ah kaas oo ka sameeya sawirro naqshadeyn gudaha ah rasaamaha khadadka laga sawiray. Nidaamku wuxuu ku salaysan yahay qaab-dhismeedka diffusion oo la hagaajiyay, kaas oo lagu tababaray in ka badan 20,000 sawir oo naqshadeynta gudaha ah oo ay ururiyeen oo qoraal ku daray naqshadeeyayaal xirfad leh. Naqshadeeyayaashu waxay geliyaan qabyo-qoraal khad ah oo gacanta lagu sawiray ama dijitaal ah, kadibna waxay dooran karaan qaab qurxineed, sida casriga ah, Jabbaanays, Yurub ama Shiinees. Rasaan waxaa la soo saaraa dhawr ilbiriqsi gudahood. Naqshadaha waxaa lagu bedelaa iyadoo la tafatirayo qabyo-qoraalka khadka, taas oo keenaysa in aan loo baahnayn samaynta gacanta iyo dib-u-rasaan sameynta.

The Recognition

About the Abaalmarinta Birta ah ee A' Design Award

Generate Images from Lines Shaqada Ugu Muhiimsan: Curiyaha Naqshadeynta Gudaha waa guuleystaha Abaalmarinta Birta ah ee A' Design Award, aqoonsi sharaf leh oo la siiyo naqshado wanaagsan oo buuxiya shuruudaha xirfadeed iyo kuwa warshadeed ee laga filayo hal-abuurro si wanaagsan loo naqshadeeyay. Guuleystayaasha Birta waxay muujiyaan xirfad weyn, takhasus sare, fahan khabiir iyo awood hal-abuur oo abuurayaashooda. Generate Images from Lines Shaqada Ugu Muhiimsan: Curiyaha Naqshadeynta Gudaha waa hal-abuur la filayo inuu noqdo mid aad loo tixgeliyo, la ixtiraamo oo la jecel yahay, wax ku ool ah oo cusub. Naqshadahan ku guuleystay Abaalmarinta Birta ah ee A' Design Award wuxuu isku daraa hab-dhaqannada ugu wanaagsan warshadda wuxuuna leeyahay sifooyin farsamo oo karti leh oo ku xiran aqoon iyo hibo. Dhammaystirkeeda awgeed, Generate Images from Lines Shaqada Ugu Muhiimsan: Curiyaha Naqshadeynta Gudaha waa mudan ixtiraam, waxaana loo naqshadeeyay inay keento hagaajin nololeed oo ka caawisa in adduunka laga dhigo meel ka wanaagsan.

Behind the Design

Press Kit

Credits, team members and technical details provided by the designer.

Unique Properties: 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.
Dimensions & Packaging: 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.
Tags: Artificial intelligence, Human-machine collaboration, Interior design, Generative design, Efficient design, Rapid modification, Controllable design, Decoration style control
Production Technology: 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.
Design Challenge: 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.
Research: 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.
Inspiration: 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.
Project Duration: The project is located in Guangzhou, Guangdong Province, China, and was designed in 2023.
Operation Flow: 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.