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Swarup Ghosh swghosh

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swghosh / # python@3.8 - 2020-12-03_20-04-11.txt
Created Dec 3, 2020
python@3.8 on macOS 11.0.1 - Homebrew build logs
View # python@3.8 - 2020-12-03_20-04-11.txt
Homebrew build logs for python@3.8 on macOS 11.0.1
Build date: 2020-12-03 20:04:11
@swghosh
swghosh / # python@3.9 - 2020-11-30_02-46-23.txt
Created Dec 3, 2020
python@3.9 on macOS 11.0.1 - Homebrew build logs
View # python@3.9 - 2020-11-30_02-46-23.txt
Homebrew build logs for python@3.9 on macOS 11.0.1
Build date: 2020-11-30 02:46:23
@swghosh
swghosh / GoogLeNet.py
Last active Nov 6, 2020
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
View GoogLeNet.py
#!/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