Publicação
Advancing design creativity by modifying images using ai segmentation and inpainting models
| Resumo: | Every designer and product creator follows their personal creative process. However, in an early stage, most try to find abstract ideas that fit what they are envisioning. Our tool helps in this process, by giving users graphic representation of their ideas, which are entered via keywords. The app is aware of users’ inputs and learns as he progresses through the process. My individual contribution focus on a later stage, where modified images, based on the ones that were selected, are generated, using segmentation and inpainting models. All these images will then be compiled in a mood board. |
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| Autores principais: | Simões, Rodrigo João Cabriz |
| Assunto: | Machine learning Image segmentation Mask generator Encoder systems Image inpainting Image clarity enhancement |
| Ano: | 2024 |
| País: | Portugal |
| Tipo de documento: | dissertação de mestrado |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade Nova de Lisboa |
| Idioma: | inglês |
| Origem: | Repositório Institucional da UNL |
| Resumo: | Every designer and product creator follows their personal creative process. However, in an early stage, most try to find abstract ideas that fit what they are envisioning. Our tool helps in this process, by giving users graphic representation of their ideas, which are entered via keywords. The app is aware of users’ inputs and learns as he progresses through the process. My individual contribution focus on a later stage, where modified images, based on the ones that were selected, are generated, using segmentation and inpainting models. All these images will then be compiled in a mood board. |
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