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Update utils/predict.py
Browse files- utils/predict.py +6 -3
utils/predict.py
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from .custom_layers import TransformerEncoder, PositionalEmbedding
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from .constants import MAX_SEQ_LENGTH, NUM_FEATURES, IMG_SIZE, CLASS_VOCAB
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from huggingface_hub import from_pretrained_keras
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from tensorflow import keras
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@@ -7,10 +7,13 @@ import numpy as np
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import imageio
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import cv2
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model = from_pretrained_keras("shivi/video-classification",custom_objects={"PositionalEmbedding":PositionalEmbedding,"TransformerEncoder": TransformerEncoder})
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def build_feature_extractor():
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feature_extractor = keras.applications.DenseNet121(
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weights="imagenet",
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#from .custom_layers import TransformerEncoder, PositionalEmbedding
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from .constants import MAX_SEQ_LENGTH, NUM_FEATURES, IMG_SIZE, CLASS_VOCAB
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from huggingface_hub import from_pretrained_keras
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from tensorflow import keras
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import imageio
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import cv2
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#model = from_pretrained_keras("shivi/video-classification",custom_objects={"PositionalEmbedding":PositionalEmbedding,"TransformerEncoder": TransformerEncoder})
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model = from_pretrained_keras("shivi/video-transformers")
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"""
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Below code is taken from the Video-Transformers on keras-io example by Sayak Paul
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"""
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def build_feature_extractor():
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feature_extractor = keras.applications.DenseNet121(
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weights="imagenet",
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