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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

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