README.md

TADNE sample images

Images generated by the TADNE model.

Note

• prediction_results/anime-face-detector
  • https://github.com/hysts/anime-face-detector
  • YOLOv3 + HRNetV2
• prediction_results/deepdanbooru
  • https://github.com/KichangKim/DeepDanbooru
  • model-resnet_custom_v3.h5
• prediction_results/deepdanbooru/intermediate_features
  • Output by the following model
  • 4096-dim

def create_model() -> tf.keras.Model:
    path = huggingface_hub.hf_hub_download('hysts/DeepDanbooru',
                                           'model-resnet_custom_v3.h5',
                                           use_auth_token=TOKEN)
    model = tf.keras.models.load_model(path)
    model = tf.keras.Model(model.input, model.layers[-4].output)
    layer = tf.keras.layers.GlobalAveragePooling2D()
    model = tf.keras.Sequential([model, layer])
    return model