Gyeongho Kim (Jim Kim) jimmykimmy68

💭

42: Answer to the Ultimate Question of Life, the Universe, and Everything

Ph.D. Candidate, Industrial Engineering, UNIST

jimmykimmy68 / gradient_reversal_tf_keras.py

Created December 30, 2024 05:15 — forked from oO0oO0oO0o0o00/gradient_reversal_tf_keras.py

Gradient Reversal Layer for tf.keras of TensorFlow 2

	import tensorflow as tf
	from tensorflow import keras

	class GradientReversal(keras.layers.Layer):
	"""Flip the sign of gradient during training.
	based on https://github.com/michetonu/gradient_reversal_keras_tf
	ported to tf 2.x
	"""

	def __init__(self, λ=1, **kwargs):

jimmykimmy68 / extract_ILSVRC.sh

Created March 30, 2021 13:23 — forked from BIGBALLON/extract_ILSVRC.sh

script for ImageNet data extract.

	#!/bin/bash
	#
	# script to extract ImageNet dataset
	# ILSVRC2012_img_train.tar (about 138 GB)
	# ILSVRC2012_img_val.tar (about 6.3 GB)
	# make sure ILSVRC2012_img_train.tar & ILSVRC2012_img_val.tar in your current directory
	#
	# https://github.com/facebook/fb.resnet.torch/blob/master/INSTALL.md
	#
	# train/