Moralo oa Generate Images from Lines Mohlodi wa Moqapi wa Meralo ya Ka Hare ka Junming Chen ke mohlodi oa khau e hlomphehang haholo ya 2023 Moputso oa Tšepe oa A' Design Award Mokhahleong oa Tlhodisano oa Moralo wa Tlhahiso, Algorithimi, Paramethrike le AI.
TšepeTlhahiso· 2023
Generate Images from Lines Mohlodi wa Moqapi wa Meralo ya Ka Hare
ka Junming Chen
Moreki: Junming Chen
Mohlodi oa Moputso oa Tšepe oa A' Design Award Mokhahleong oa Tlhahiso
Mohlodi oa Khau ea Netefaditsweng
Netefatsa Boemo ba Khau bakeng sa #150690Moralo
Mabapi le Generate Images from Lines Mohlodi wa Moqapi wa Meralo ya Ka Hare
Generate Images from Lines ke sistimi ya bohlale ba maiketsetso e etsang litšoantšo tsa meralo ya ka hare ho tswa literong tsa mela. Sistimi ena e thehiloe holim'a mmotlolo o ntlafetseng wa diffusion, o kolokelitsoeng ka litšoantšo tse fetang 20,000 tsa meralo ya ka hare tse bokelitsoeng le ho hlaloswa ke baqapi ba profeshenale. Baqapi ba kenya moralo wa mela o ngotsweng ka letsoho kapa wa dijithale mme ba khethe setaele sa mokhabiso, se kang sa sejwalejwale, sa Sejapane, sa Seyuropa kapa sa Sechaena. Setshwantsho se hlophisitsweng se hlahiswa ka metsotswana e seng mekae. Meralo e fetolwa ka ho fetola moralo wa mela, kahoo ho ha hlokahale ho etsa mmotlolo ka letsoho le ho boela ho hlahisa setshwantsho hape.
Kamohelo
Mabapi le Moputso oa Tšepe oa A' Design Award
Generate Images from Lines Mohlodi wa Moqapi wa Meralo ya Ka Hare ke mohapi oa Moputso oa Tšepe oa A' Design Award, kananelo e hlomphehang e fuoang meralo e metle e finyellang litlhoko tsa porofeshenale le tsa indasteri tse lebelletsoeng ho lintho tse hlahisitsoeng tse entsoeng hantle. Bahapi ba Tšepe ba bontša bokhoni bo boholo, bokhethehi bo phahameng, kutloisiso ea litsebi le bokhoni ba boqapi ba baqapi ba bona. Generate Images from Lines Mohlodi wa Moqapi wa Meralo ya Ka Hare e lebelletsoe ho ba ntho e hlahisitsoeng e hlomphuoang haholo, e ratoang le e ratehang, e sebetsang le e nang le mehopolo e mecha. Moralo ona o hapileng Moputso oa Tšepe oa A' Design Award o kenyelletsa mekhoa e metle ka ho fetesisa ea indasteri mme o na le litšobotsi tsa theknoloji tse nang le bokhoni tse amanang le tsebo le talenta. Ka lebaka la botlalo ba eona, Generate Images from Lines Mohlodi wa Moqapi wa Meralo ya Ka Hare e tšoanelehela tlhompho mme e entsoe ho fana ka ntlafatso ea bophelo e thusang ho etsa hore lefatše le be sebaka se molemo.
Ka Mora Moralo
Sete ya Boraditaba
Litlhaku, ditho tsa sehlopha le lintlha tsa botekgeniki tse fanoeng ke moetsi wa moralo.
- Boleng bo Ikhethang
- 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.
- Boholo le Phuthelo
- 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.
- Lithegi
- Artificial intelligence, Human-machine collaboration, Interior design, Generative design, Efficient design, Rapid modification, Controllable design, Decoration style control
- Theknoloji ya Tlhahiso
- 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.
- Phephetso ya Moralo
- 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.
- Dipatlisiso
- 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. - Kgothaletso
- 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.
- Nako ya Projeke
- The project is located in Guangzhou, Guangdong Province, China, and was designed in 2023.
- Tsamaiso ya Mosebetsi
- 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.
E Tshehelitsweng
Hlahloba ka Ntle ho Designers.org
Fumana dihlahiswa, ditshebeletso le menyetla ho tswa ho balekane ba rona ba papatso.
Tse Ding Tse ka Hlahlojwang
Meralo e Amanang
Hlahloba meralo e meng e hapileng moputso ho tswa mokgahlelong o tshwanang, e kgethilweng ka boleng.
