Rustam Salavatov fortunto2

Server setup for Ubuntu 16.04 on Digital Ocean

The setup installs the following software:

Nginx
MySQL
PHP
Node
Composer

A Deep Siamese Network for Scene Detection

This is a model from the paper:

A Deep Siamese Network for Scene Detection in Broadcast Videos
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
Proceedings of the 23rd ACM International Conference on Multimedia, 2015

Please cite the paper if you use the models.

##VGG16 model for Keras

This is the Keras model of the 16-layer network used by the VGG team in the ILSVRC-2014 competition.

It has been obtained by directly converting the Caffe model provived by the authors.

Details about the network architecture can be found in the following arXiv paper:

Very Deep Convolutional Networks for Large-Scale Image Recognition

K. Simonyan, A. Zisserman

Summary

completely decentralized architecture ;
a content-addressed file system (through cryptographic-hash) ;
combines Kademlia + BitTorrent + Git
Can I delete my content from the network?
- Nope, as soon as it hasn been requested it's in the wild (cf. faq#9).
Once I add something to IPFS, will it remain available to others once I turn off my computer?
IPNS: The Inter-Planetary Naming System

	"""
	This script checks the time accuracy of MoviePy.

	First, a one-hour video is generated, where the frame
	at time t displays t (in seconds, e.g. '1200.50') in white
	on a black baground.

	Then we ask MoviePy to open this video file, fetch
	different times (1200.5, 850.2, 2000.3, 150.25, 150.25),
	extract the corresponding frame as a JPEG image file, and

	#!/usr/bin/env python
	# dre at mac dot com
	# Graphical and statistical analysis of frame rate in a video
	# Requires ffmpeg and gnuplot


	from sys import platform
	from subprocess import check_output, DEVNULL
	from os import path
	import json

	"""
	This creates the following GIF, where the text appears to be "embedded"
	in the video and "disappears" behind rapunzel.

	http://i.imgur.com/gxEHfLX.gif
	"""

	from moviepy.editor import *
	import numpy as np
	import skimage.morphology as skm

	# IMPORTS: THIS SCRIPT REQUIRES THE PACKAGES PYLAB AND MOVIEPY
	# It produces this gif: http://i.imgur.com/LbU55oK.gif

	from pylab import *
	import moviepy.editor as mp
	from moviepy.video.io.bindings import mplfig_to_npimage


	# PARAMETERS OF THE CURVE AND THE GIF

	Launch Chainer via AWS Lambda


	console.log('Launch-Chainer: Start');

	var ec2Region = 'us-east-1';
	var s3Region = 'ap-northeast-1';
	var snsRegion = 'ap-northeast-1';

	var s3Bucket = 'mybucket';

	#!/usr/bin/env sh
	ffmpeg -i $1 -vf "transpose=1","crop=2" -an -f image2pipe -vcodec ppm - \| montage ppm:- -tile x1 -mode concatenate - \| convert - -flop scanimage.jpg