/ai-anime-gan

Features an advanced AI anime face generator built with Keras and TensorFlow, using Generative Adversarial Networks GANs. This model has been trained on the 'Anime Faces' dataset from Kaggle, demonstrating the use of deep learning in anime character generation.

Primary LanguageJupyter Notebook

ai-anime-gan

Features an advanced AI anime face generator built with Keras and TensorFlow, using Generative Adversarial Networks GANs. This model has been trained on the 'Anime Faces' dataset from Kaggle, demonstrating the use of deep learning in anime character generation.

Dataset

You can download the dataset of anime faces from Kaggle and unzip the folder in the code's directory. https://www.kaggle.com/datasets/soumikrakshit/anime-faces

Training the dataset

You can either train the model on the data downloaded from Kaggle from scratch or just use the pretrained generator and discriminator for the anime face creation.

Images from the dataset

Screenshot 2023-07-31 004405

Created anime face

Screenshot 2023-07-31 224134