Fashion Designer Application Based on Generative Adversarial Network

Z Liu - Highlights in Science, Engineering and Technology, 2023 - drpress.org
Embodying the design from scratches has been a common problem for all designers. In
some situation, clothes designers have trouble creating works that match their idea the most …

Synthesis of Batik Motifs using a Diffusion--Generative Adversarial Network

O Octadion, N Yudistira, D Kurnianingtyas - arXiv preprint arXiv …, 2023 - arxiv.org
Batik, a unique blend of art and craftsmanship, is a distinct artistic and technological creation
for Indonesian society. Research on batik motifs is primarily focused on classification …

Toward intelligent fashion design: A texture and shape disentangled generative adversarial network

H Yan, H Zhang, J Shi, J Ma, X Xu - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Texture and shape in fashion, constituting essential elements of garments, characterize the
body and surface of the fabric and outline the silhouette of clothing, respectively. The …

An Augmented Reality-based Fashion Design Interface with Artistic Contents Generated Using Deep Generative Models

A Sandamini, C Jayathilaka, T Pannala… - … on Advances in ICT …, 2022 - ieeexplore.ieee.org
Fashion design is an art that reshapes the designers' imagination into visible content which
requires a significant amount of time and effort. The assistance provided by the available …

NAD: Neural network aided design for textile pattern generation

Z Pang, S Wu, D Zhang, Y Gao, G Chen - Proceedings of the 28th ACM …, 2019 - dl.acm.org
Textile pattern design is a challenging task that can be hardly resolved by a single deep
neural network, due to the requirements on high resolution, periodic tiling, copyright …

Challenges and Opportunities in Deep Learning Driven Fashion Design and Textiles Patterns Development

D Simian, F Husac - … Conference on Modelling and Development of …, 2022 - Springer
Creative industries were thought to be the most difficult avenue for Computer Science to
enter and to perform well at. Fashion is an integral part of day to day life, one necessary both …

A Parametric 3D Knitting Workflow for Punchcard Knitting Machines

S Asor, Y Sterman - Extended Abstracts of the 2023 CHI Conference on …, 2023 - dl.acm.org
Punchcard knitting machines allow automatic needle selection based on a punched pattern.
The machine reads the card and translates a punched hole to specific knitting actions …

Garment Design Workflows for On-Demand Machine Knitting

A Kaspar - 2022 - dspace.mit.edu
Modern computerized weft knitting machines enable on-demand production of custom,
whole garments at once. They reduce the need for manual post-processing and generate …

[PDF][PDF] Architecting and Deploying Optimized GANs with minimal footprint for Fashion Synthesis

S Sarnayak, R Hariani, KS Srinivas - samyak.me
Fashion generation using Generative Adversarial Networks (GANs) has been very effective
at synthesising new clothing items, but the models are large, over-parameterized and are …

Bit & Stitch

S McLeod - 2023 - deepblue.lib.umich.edu
Bit & Stitch Creative Portfolio Page 1 Bit & Stitch A Human and AI Collaborative Knitting Project
By: Sam McLeod Page 2 Artist Statement SAM: Hey AI, it’s time to write the artist statement for …