stoneyang stoneyang

💭

I may be slow to respond.

I am a research engineer in the field of computer vision with an emphasize on deep-learning aspect.

stoneyang / smoothed_triplet_loss.py

Created October 16, 2018 08:05 — forked from chrischoy/smoothed_triplet_loss.py

Smoothed triplet loss from Deep Metric Learning via Lifted Structured Feature Embedding, CVPR 2016

	import tensorflow as tf
	import numpy as np

	def smoothed_metric_loss(input_tensor, name='smoothed_triplet_loss', margin=1):
	'''
	input_tensor: require a tensor with predefined dimensions (No None dimension)
	Every two consecutive vectors must be a positive pair. There
	should not be more than one pair from each class.
	'''
	with tf.variable_scope(name):

stoneyang / multilabel_example.py

Created August 9, 2018 12:51 — forked from bartolsthoorn/multilabel_example.py

Simple multi-laber classification example with Pytorch and MultiLabelSoftMarginLoss (https://en.wikipedia.org/wiki/Multi-label_classification)

	import torch
	import torch.nn as nn
	import numpy as np
	import torch.optim as optim
	from torch.autograd import Variable

	# (1, 0) => target labels 0+2
	# (0, 1) => target labels 1
	# (1, 1) => target labels 3
	train = []

stoneyang / tensorflow_self_check.py

Created April 18, 2018 11:34 — forked from mrry/tensorflow_self_check.py

[DEPRECATED] TensorFlow on Windows self-check

	# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
	#
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	#
	# http://www.apache.org/licenses/LICENSE-2.0
	#
	# Unless required by applicable law or agreed to in writing, software
	# distributed under the License is distributed on an "AS IS" BASIS,

stoneyang / ZFNet_solver.prototxt

Last active September 23, 2016 13:48

ZFNet_train_val

	net: "models/ZFNet/train_val.prototxt"
	test_iter: 2000
	test_interval: 2000
	base_lr: 0.01
	lr_policy: "step"
	gamma: 0.1
	stepsize: 200000
	display: 20
	max_iter: 700000
	momentum: 0.9

stoneyang / readme.md

Created September 12, 2016 14:14 — forked from vsubhashini/readme.md

Sequence to Sequence - Video to Text (S2VT)

##Sequence to Sequence -- Video to Text

Download Model: S2VT_VGG_RGB_MODEL (333MB)

stoneyang / VisualizeAlexNet.py

Last active September 11, 2016 15:05

	# set up Python environment: numpy for numerical routines, and matplotlib for plotting
	import numpy as np
	import matplotlib.pyplot as plt

	# set display defaults
	plt.rcParams['figure.figsize'] = (10, 10) # large images
	plt.rcParams['image.interpolation'] = 'nearest' # don't interpolate: show square pixels
	plt.rcParams['image.cmap'] = 'gray' # use grayscale output rather than a (potentially misleading) color heatmap

	# The caffe module needs to be on the Python path;

stoneyang / gist:5320450

Created April 5, 2013 15:57

	Binxing Fang, http://en.wikipedia.org/wiki/Fang_Binxing
	方滨兴,中国工程院院士,北京邮电大学教授,中国科学院计算技术研究所网络方向首席科学家。

	Gang Xiong, http://rd.springer.com/search?facet-author=%22Gang+Xiong%22
	熊刚, 高级工程师, 研究方向为信息安全。E-mail: [email protected]。

	Weili Han, http://crypto.fudan.edu.cn/people/weili/
	韩伟力, http://homepage.fudan.edu.cn/wlhan/en

	This is just my personal gist clip.

stoneyang / sshgfw

Created August 31, 2012 12:55 — forked from fuckgfw/sshgfw

	#!/usr/bin/expect
	set timeout 60

	spawn /usr/bin/ssh -D 7070 -g [email protected]
	#这里的 username 为你自己的用户名，yourserver.com 为你自己的服务器域名或ip
	expect {
	"password:" {
	send "password\r"
	#将第二个 password 改为你自己的密码
	}

stoneyang / SpaceEater.cpp

Created August 6, 2012 12:30

eat spaces more than one

stoneyang / EatAll.c

Created August 6, 2012 11:48

eat all spaces in the input characters