INTEGRATION OF BATIK GENERATOR MODEL TO WEB APPLICATION USING FLASK

• Main Author: Esa Dewangga, Akbar
• Format: Final Project
• Language: Indonesia
• Subjects: Teknik (Rekayasa, enjinering dan kegiatan berkaitan)
• Online Access: https://digilib.itb.ac.id/gdl/view/48038
• Institution: Institut Teknologi Bandung

Batik is a typical Indonesian fabric that is made by reading the night on the fabric. Batik has a very high export value which is also a supporting sector in the field of textiles and apparel. However, the tradition of batik and batik interest in Java itself has also begun to decline. This makes batik no longer has a traditional meaning, but only limited to industry. One of the reasons for the decline in the tradition of making batik and the interest in making batik is because the process of making batik takes quite a long time, whereas the pattern of human life today has a fast tendency. The model will be made based on batik motifs that are based on data that has been created by the model. This model can be used for industry as a random source of batik for the creativity or inspiration of batik makers or for people experimenting with batik for public. This model uses Deep Convolutional Generative Adversarial Networks method that uses two artificial intelligence machines. This new method allows the production of batik motifs based on the learning dataset. The training conducted in making this model uses data collected from the internet with different resolutions and forms of data. DCGAN is the newest and most popular method in the learning sector without special supervision in image synthesis. Model training results are deployed using a micro web framework using the python language, Flask, to be accessed by various users. The final product of this final project is a website that produces batik that is different every process of producing and displaying the motif on an open interface page. The website has been working as expected, but from the survey conducted there are still 6,349% of respondents who are not interested in trying to produce batik motifs from this website.