Swarup Ghosh swghosh
swghosh
/ GoogLeNet.py
Last active
June 8, 2021 00:48
TensorFlow keras implementation of GoogLeNet incarnation of the Inception network architecture. (Szegedy et. al "Going Deeper with Convolutions", CVPR 2015) https://ai.google/research/pubs/pub43022
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| #!/usr/bin/env python3 | |
| """ | |
| Construct GoogLeNet incarnation of the Inception network using Keras. | |
| """ | |
| from tensorflow.keras.layers import Conv2D, MaxPooling2D, AveragePooling2D, GlobalAveragePooling2D | |
| from tensorflow.keras.layers import Input, Dense, Dropout, Concatenate, Flatten | |
| from tensorflow.nn import local_response_normalization | |
| from tensorflow.keras.regularizers import l2 |
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