• Chinmayi NS
• Ayeesha Siddiqha
• Aisiri HM
• Charmitha Jain KJ
• Chinmayi

Style Your Photo introduces a GAN-based method to convert real photos into cartoon-style images. The model preserves content while applying diverse cartoon aesthetics using perceptual and adversarial losses. A style-consistency module enhances adaptability to different cartoon styles. Experiments show high-quality, real-time cartoonization suitable for practical applications.

CartoonGAN, Generative Adversarial Networks, cartoonization, deep learning, neural style transfer, image-to-image translation, edge-promoting loss, content preservation, unpaired dataset, real-time image stylization.

"Style Your Photo: A Generative Adversarial Network Approach to Cartoonization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 5, page no.g661-g666, May-2025, Available :http://www.jetir.org/papers/JETIR2505767.pdf

"Style Your Photo: A Generative Adversarial Network Approach to Cartoonization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 5, page no. ppg661-g666, May-2025, Available at : http://www.jetir.org/papers/JETIR2505767.pdf