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Saturday, December 9, 2017

Ravens: Jeremy Maclin (back) questionable Sunday vs. Steelers - Adam Schefter (ESPN)

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wsg/ - asmr

Anonymous asmr 12/09/17(Sat)13:35:04 No.2009647. File: asmr_iamSSunny_church.webm (3.83 MB, 368x208). 3.83 MB WEBM. asmr Anonymous 12/09/17(Sat)13:35:04 No.2009647. >> Anonymous 12/09/17(Sat)13:35:32 No.2009649. Anonymous 12/09/17(Sat)13:35:32 No.2009649.

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Geoip2 anonymous ip database download

This documentation The zip file itself is named GeoIP2-Anonymous-IP-CSV_{YYYYMMDD}. maxmind. Locations are often near the center of the population. com/download/geoip/database/GeoIPv6. Fast native implementation by wrapping libmaxminddb. As you can see IP2Proxy database is based on a ...

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ID CARD and non-anonymous profiles For secure reviews.

Many restaurants, pubs, bars, hotels etc. want to take away Tripadvisor because many reviews are fake, so just ask yourself these simple rules! -1 In tripadvisor you need to have only one profile with name and surname and photo. 2-in tripadvisor...

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▶ Eric Weddle raids the dessert aisles and makes huge ice cream sundae after last week's win (ESPN)

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IX➍ freebtc4all.com - free BTC. BTC generator anonymous

[09/12/2017]] [IX➍ freebtc4all.com - free BTC. BTC generator anonymous.

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Anonymous user edc3e5

Name, Anonymous user edc3e5. User since, Dec. 8, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user 49e20e

Name, Anonymous user 49e20e. User since, Dec. 8, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user e54127

Name, Anonymous user e54127. User since, Nov. 21, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user 4067f6

Name, Anonymous user 4067f6. User since, Feb. 20, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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I have a new follower on Twitter


PS Marketing
Growth Hacker, Data Driven Business Developer, Coach, CEO, CRO, Marketing Automation, Keynote, Wordpress King, 90 days of Success Founder - https://t.co/QiKUHIcSUt
City of London, London
https://t.co/nuo5uy7I3p
Following: 12157 - Followers: 16011

December 09, 2017 at 07:25AM via Twitter http://twitter.com/marketingbyps

Pre-Installed Keylogger Found On Over 460 HP Laptop Models

HP has an awful history of 'accidentally' leaving keyloggers onto its customers' laptops. At least two times this year, HP laptops were caught with pre-installed keylogger or spyware applications. I was following a tweet made by a security researcher claiming to have found a built-in keylogger in several HP laptops, and now he went public with his findings. A security researcher who goes by


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Anonymous pastebin

Try This Anonymous Facebook Theme ! 2014. sendspace. “The more the merrier An interview with the owner of Pastebin. We only display pastes with a 'public' privacy setting. They are most commonly used to share short source code snippets for code review via Internet Relay Chat. fool. 23 likes.

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Fresh anonymous proxy list

Fresh anonymous proxy list. Find a socks or http proxy in this list. Proxy List, Big Free proxy list, only fresh and tested proxies - Anonymous surfing with free proxies Daily updated proxy list. 93 ms. Get the Free Proxy List - verified IP:PORT Proxies,The Public Proxy Lists continuously scan and harvest ...

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Anonymous text app

Anonymous text app. It's 3 a. But who? You look at the phone and see "ANONYMOUS CALLER" on your screen. Feb 06, 2017 · Read reviews, compare customer ratings, see screenshots, and learn more about Text Burner- Anonymous Texting Private Phone App. Text anyone with a free and real ...

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I have a new follower on Twitter


Paul Jauregui
Marketing Executive at @PraetorianLabs focused on #IoT #Security for the next wave of innovation. https://t.co/2w13o9VOT0 #InternetOfThings #IIoT #CyberSecurity
Austin, TX
https://t.co/5vhg39DqqT
Following: 15271 - Followers: 17187

December 09, 2017 at 05:50AM via Twitter http://twitter.com/pauljauregui

I have a new follower on Twitter


Chuck Thomas
CEO @HollywogCompany
Chattanooga, TN
https://t.co/GuCYDu6gZa
Following: 1969 - Followers: 2968

December 09, 2017 at 04:50AM via Twitter http://twitter.com/Chuck__Thomas

Android Flaw Lets Hackers Inject Malware Into Apps Without Altering Signatures

Millions of Android devices are at serious risk of a newly disclosed critical vulnerability that allows attackers to secretly overwrite legitimate applications installed on your smartphone with their malicious versions. Dubbed Janus, the vulnerability allows attackers to modify the code of Android apps without affecting their signature verification certificates, eventually allowing them to


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I have a new follower on Twitter


PrecisionClass
#IoTClass Get smarter about #IoT
San Jose, CA
https://t.co/lgB8AZ6Mhu
Following: 5987 - Followers: 7273

December 09, 2017 at 04:30AM via Twitter http://twitter.com/precisionclass

Stardust in Aries


This composition in stardust covers over 8 degrees on the northern sky. The mosaicked field of view is west of the familiar Pleiades star cluster, toward the zodiacal constellation Aries and the plane of our Milky Way Galaxy. At right in the deep skyscape is bluish Epsilon Arietis, a star visible to the naked-eye and about 330 light-years away. Reflecting starlight in the region, dusty nebulae LBN762, LBN753, and LBN743 sprawl left to right across the field, but are likely some 1,000 light-years away. At that estimated distance, the cosmic canvas is over 140 light-years across. Near the edge of a large molecular cloud, their dark interiors can hide newly formed stars and young stellar objects or protostars from prying optical telescopes. Collapsing due to self-gravity, the protostars form around dense cores embedded in the molecular cloud. via NASA http://ift.tt/2A1Zfx4

Friday, December 8, 2017

This Is What Alcoholics Anonymous Taught Me About Parenting through Recovery

Someone told me when Cameron was born that I would forever have my heart walking around outside my body. It's days like today that I am reminded of how raw parenting is. How visceral your response to your child is. How hard this job is.

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Emotion anonymous meetings

Emotion anonymous meetings. at 209 S. For more information on EA, locations of face-to-face meetings, etc. Spaulding Ave. God grant me the serenityto accept the things I cannot change;courage to change the things I can;and wisdom Emotions Anonymous at , Cleveland, OH 44102 Submit a correction ...

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Anonymous donor lays $25K challenge on CMN Radiothon

SIOUX FALLS, S.D. (KELO.com) -- An anonymous donor has laid a $25000 challenges--which if it works--could turn into an extra $50000 for the Children's Miracle Network's Radiothon. KELO-AM's sist...

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Lawyer in Sale (M33) | Anonymous

View details and apply for this lawyer job in Sale (M33) with Anonymous on totaljobs. Exciting opportunity for a dynamic Consumer Credit Lawyer to join our growing business.

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Anonymous user b9b018

Name, Anonymous user b9b018. User since, مارچ 19, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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I have a new follower on Twitter


Carlos R. Guevara
Sr. Digital Marketing Specialist in the world of #CustomerData #Technology #customerintelligencemanagement | Marketing Director @B2H_org non-profit #TeamBTH
Toronto, Ontario
https://t.co/Z7zVnECftu
Following: 4295 - Followers: 5098

December 08, 2017 at 01:20PM via Twitter http://twitter.com/crguevar

Anonymous Gifts and Nonprofit Transparency: A Concern for Nonprofit Boards

Anonymous Gifts and Nonprofit Transparency: A Concern for Nonprofit Boards. PhilanthroPOST logo. Friday, December 8, 2017. Read more @ Nonprofit Quarterly ...

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ISS Daily Summary Report – 12/07/2017

Electrostatic Levitation Furnace (ELF) Sample Operations: The crew retrieved and cleaned the ELF sample cartridge and then transferred three samples from one set of sample holders to another set of holders. ELF is an experimental facility designed to levitate, melt and solidify materials by container less processing techniques using the electrostatic levitation method. With this … Continue reading "ISS Daily Summary Report – 12/07/2017"

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data-dialog-type not working in mobile view for anonymous users

Drupal 8 modal popup not working in mobile view for anonymous users. It is redirecting to "node/1" page instead of popup. It is working well for tablet and desktop. Contact Us Any Idea?

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Anonymous

Microsemi is a growing company that serves very critical and important market segments in communication, data center, aviation and defense. There is real opportunity to contribute to the success of the company, to grow in your role and develop your...

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The Trouble with Anonymous Feedback

During the annual evaluation period at my job, employees are asked to provide anonymous peer reviews. These comments are included in our appraisals. I generally get very positive reviews, but now and then a peer comment is critical. Usually it's very general, and thus not helpful. And I am left to ...

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Option to avoid generated contents authored by anonymous users

When I want to generate contents for selected content types, by default, some contents are generated authored by anonymous users (not verified). In major circumstances, we want to avoid contents generated by anonymous users(not verified). Proposed Solution: We can provide an option to select users ...

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SSL Server Allows Anonymous Authentication Vulnerability

Good morning, Kindly note security scan from Qualys returned the following vulnarability "SSL Server Allows Anonymous Authentication Vulnerability" while I'm using an SSL client profile with non default cipher only...

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[FD] Follow-up on CVE-2017-8769 - WhatsApp Issues with Media Files

[http://ift.tt/2pVKCGC] We reported an issue earlier this year to WhatsApp / Facebook, where after deleting chats the media files would be retained on the device. The vendor fixed the issue by adding an option of deleting these files. HOWEVER, our testing now shows that the fix doesn't always work and the vendor doesn't acknowledge the issue as a security problem. We have updated the advisory accordingly and are recommending that users delete the media files from the SD card manually. SUMMARY WhatsApp Messenger for Android does not delete sent and received files from the SD card on the device when chats are cleared, deleted or the application is uninstalled from the device. Additionally, the application stores sent and received files in the SD card without encryption where they are accessible to any applications with storage permissions. The vendor (Facebook) doesn’t consider these to be security issues and does not plan to fix them. MITRE has assigned CVE-2017-8769 for these issues. It is also unclear whether platforms other than Android are affected. [UPDATE: 09/06/2017 – a recent update to WhatsApp for Android now displays an option to delete media files when deleting chats and that option is checked by default. The change to the UI mitigates the issues discussed in this advisory. Users are encouraged to update to v2.16.323 or later.] [UPDATE: 12/05/2017 – the checkbox to delete media files when deleting chats doesn’t always work. Users are encouraged to delete the WhatsApp directory on the SD card using a file manager to make sure all media files are removed. Facebook has refused to acknowledge this as a security issue and has not plans to fix it.] BACKGROUND WhatsApp Messenger is a popular cross-platform communication tool that allows users to send and receive messages without using more expensive protocols like SMS. Additionally the application allows sending and receiving of files including audio, contacts, images, videos and arbitrary documents. It is estimated that WhatsApp has over 1 billion active users and it is owned by Facebook, which also operates the largest social networking site in the world. One of the main selling points that WhatsApp makes is their commitment to user privacy which revolves around the implementation of end-to-end encryption via the Signal protocol originally developed by Open Whisper Systems. This encryption makes it impossible for Facebook to monitor and capture message traffic flowing between users. In some extreme cases, Facebook executives have been placed in jail for the failure to allow access to messaging data when requested by governments. Because of the high expectation of privacy by WhatsApp user, it is important that the security of the application on the device is also properly implemented. In regards to messages, WhatsApp stores them in encrypted database but it fails to do the same for files. WhatsApp also does not clear files received or sent by the user when the chats are cleared. This can result in user data being leaked or stolen by malicious applications, law enforcement during illegal searches or unwanted actors having access to the device (“evil maid scenario”). DETAILS As mentioned above, WhatsApp has ability to send and receive files in addition to regular messages. This functionality includes arbitrary documents from the file system, contacts, location information, and various type of multimedia files including two separate audio formats (voice notes and recordings), images and videos. There is also more recent functionality around “status” images which disappear after 24 hours. In order for WhatsApp to access the SD card, users must grant storage permissions but in practice most users do so in order to be able to exchange files. In our research, we have found that WhatsApp for Android stores these files on the SD card where they are accessible to other applications and does not delete them when chats are cleared, deleted or the application is uninstalled. Both sent and received files are retained. They are retained on the SD card in the following folder: /WhatsApp/Media/ We have observed that the following file types are retained and not deleted: /WhatsApp/Media/.Statuses/ /WhatsApp/Media/WhatsApp Audio/ /WhatsApp/Media/WhatsApp Documents/ /WhatsApp/Media/WhatsApp Images/ /WhatsApp/Media/WhatsApp Video/ /WhatsApp/Media/WhatsApp Voice Notes/ To replicate the issue: Install WhatsApp for Android. Login and exchange messages with another user that contain any of the file type listed above. Then, install any file manager for Android. Navigate to the SD card, and observe the files sent and received being located in the directories described above. As the next step, try to delete a chat by tapping on the chat, holding until the delete option comes up. Delete the chat, and go back to the file manager to check. As the next step, try going to “Settings”, “Chats”, “Chat History” and selecting either “Clear all chats” or “Delete all chats”. Go back to the file manager and observe the media files still being present. As the next step, uninstall WhatsApp. Go back to the file manager, and observe the media files still being there. All testing was done on Android 7, and WhatsApp Messenger v2.17.146. It is unclear whether other platforms are affected. MITIGATION STEPS The vendor (Facebook) doesn’t consider these to be security issues and has no plans to fix them. Vendor response is as follows: Thanks again for your report. We contacted the WhatsApp team about your report, and they confirmed that the behavior you describe is intentional. They designed the Android app to optimize for the storage space available on devices and allow media in WhatsApp to be visible in other apps like the Google Photos gallery. WhatsApp doesn’t assume that clearing the chat means clearing the media files as well. While the behavior might change in the future, we currently don’t have any plans to do so. The vendor also noted that on Windows Phone, there is a setting that stops the application from saving media files that are received by the user. It is recommended that users regularly check the folders listed above on the SD card and empty them as needed. For those users who desire higher security, it may be prudent to reformat or encrypt the SD card, or destroy the SD card if needed in order to delete these files. [UPDATE: 09/06/2017] – a recent update to WhatsApp for Android now displays an option to delete media files when deleting chats and that option is checked by default. The change to the UI mitigates the issues discussed in this advisory. Users are encouraged to update to v2.16.323 or later. New response from the vendor: >> We published on this back in May. It looks like that the most recent version of WhatsApp for Android adds a mitigation for this issue. Can you confirm? Yes, The WhatsApp team indeed added a background job to clear media. [UPDATE: 12/05/2017 – the checkbox to delete media files when deleting chats doesn’t always work. Users are encouraged to delete the WhatsApp directory on the SD card using a file manager to make sure all media files are removed. Facebook has refused to acknowledge this as a security issue and has not plans to fix it.] New response from the vendor: Thank you clarifying more. According to the post you linked to, Facebook had informed that the CVE-2017-8769 was not considered a security risk. Since what you describe doesn’t appear to be a security vulnerability, you can report a general software bug by contacting WhatsApp at: support@whatsapp.com REFERENCES CVE ID: CVE-2017-8769 CWE IDs: CWE-359 (“Exposure of Private Information”) Facebook security reference # 10101277738643365 CREDITS Advisory written by Yakov Shafranovich. TIMELINE 2017-04-09: Initial report to Facebook 2017-04-14: Email exchange with the vendor 2017-04-20: Email exchange with the vendor 2017-04-03: Email exchange with the vendor 2017-05-09: Email exchange with the vendor 2017-05-16: Email exchange with the vendor 2017-05-17: Email exchange with the vendor 2017-05-17: Public disclosure 2017-09-06: Updated with details of the new UI changes in the Android app that mitigate these issues 2017-09-11: Email exchange with the vendor 2017-12-05: Followup exchange with the vendor

Source: Gmail -> IFTTT-> Blogger

[FD] APPLE-SA-2017-12-6-2 iOS 11.2

-----BEGIN PGP SIGNED MESSAGE-

Source: Gmail -> IFTTT-> Blogger

[FD] APPLE-SA-2017-12-6-1 macOS High Sierra 10.13.2, Security Update 2017-002 Sierra, and Security Update 2017-005 El Capitan

-----BEGIN PGP SIGNED MESSAGE-

Source: Gmail -> IFTTT-> Blogger

Alpine Superga Moonset


December's Full Moon phase occurred near perigee, the closest point in its orbit around our fair planet. Big and bright, the fully illuminated lunar disk sets over rugged mountains in this early morningscape from Turin, Italy. Captured just before sunrise on the opposite horizon, scattered sunlight near the edge of Earth's shadow provides the beautiful reddish glow of the alpine peaks. Hills in the foreground are still in shadow. But the scattered sunlight just illuminates the dome and towers of Turin's historic Basilica of Superga on a hilltop near the lower right in the telephoto frame. via NASA http://ift.tt/2BGwGG3

Thursday, December 7, 2017

Anonymous text app

Anonymous text app. Ruffle lets you send an anonymous According to InformationWeek, apps are available that reveal the ID of an anonymous text messenger. Send text messages to your secret admirer. A completely free (and anonymous) service to send anonymous text messages via your PC, and ...

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qbittorrent/qBittorrent

Please provide the following information. qBittorrent version and Operating System. 4.02 Windows 10 Home. If on linux, libtorrent and Qt version. (type here). What is the problem. DHT stays at 0 using proxy and in anonymous mode. Turning off anonymous mode doesnt affect anything. What is the ...

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(07/12/2017)[N,E,W,S]⑸ free anonymous bitcoin sallet - free bitcoin sm.

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I have a new follower on Twitter


Dan Yarmoluk
#InternetOfThings #IIoT #IoT #DataScientist Value Creation, Commercialization, Business Models, #Bigdata #Analytics #MachineLearning #AI #DigitalTransformation
Minneapolis, MN
https://t.co/vMjAo9jTrL
Following: 39104 - Followers: 49367

December 07, 2017 at 06:18PM via Twitter http://twitter.com/YarmolukDan

I have a new follower on Twitter


IM Consult Services
We are #onlinemarketing consultants who help #business owners effectively use online #marketing. Qualify for a free 60-minute Results In Advance session.
--- Check out our website ---
https://t.co/0Fr10ieOM8
Following: 8428 - Followers: 10430

December 07, 2017 at 06:18PM via Twitter http://twitter.com/IMConsultServ

I have a new follower on Twitter


WiTouchPro
WiTouch Pro #Bluetooth #TENS #therapy offers affordable #BackPain relief to help you make it through the day & keep moving #Wearable #Pain #Relief #PainRelief
Chattanooga, TN
https://t.co/WlEHbzXrCT
Following: 1122 - Followers: 60

December 07, 2017 at 06:18PM via Twitter http://twitter.com/WiTouchPro

📷 Kevin Gausman will wear No. 34 next season to honor Roy Halladay (ESPN)

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I have a new follower on Twitter


Daniel Elizalde
Founder of TechProductManagement. Learn the skills to manage any IoT Product | https://t.co/EH2QXcBk6u #prodmgmt #InternetOfThings #IoT #IIoT
San Francisco, CA
https://t.co/EH2QXcBk6u
Following: 43291 - Followers: 43637

December 07, 2017 at 04:18PM via Twitter http://twitter.com/delizalde

Sample Essay On Alcohol Anonymous

It is and more, Sample Essay On Alcohol Anonymous. How to Write a Cover Letter amp 283 Free Cover Letter Templates Workshop-style Guide with Tips and Examples The cover letter process can seem intimidating, b Supply chain solutions offer unprecedented opportunities to reduce deforestation ...

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GTJ3 free anonymous bitcoin wallwt | frede bitcoin spinner 1.2 apk.

@07/12/2017@[T.O.D.A.Y N.E.W.S]GTJ3 free anonymous bitcoin wallwt | frede bitcoin spinner 1.2 apk. free anonymous bitcoin wallwt : frede bitcoin spinner 1.2 apk. free bitcoin gold after fkork * free bitcoin loghin * get free bitcoin ap0p * free bitcoin pinner app * free bitcoin xccount login * free bitcoiun ...

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Anonymous hero risked his life to save a rabbit from wildfire in California

One man has become an anonymous hero online after he pulled in to save a rabbit from a California blaze. Share. Tags: California · Emotional scenes in Australia after Parliament votes to legalise same sex marriage. Just In! Emotional scenes in Australia after Parliament votes to legalise same sex ...

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Ravens: WR Jeremy Maclin (back) not practicing Thursday; LB C.J. Mosley (neck) limited (ESPN)

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RocketChat/Rocket.Chat

Hello everyone! I hope you can help me with the following topic: From #6794, I would love to have the same option for anonymous readers as well instead of the homepage. Any advice on how to do it is truly appreciated. Thanks.

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General manager gastro pub in London | Anonymous

View details and apply for this general manager gastro pub job in London with Anonymous on Caterer.com. General Manager - London Gastro Pub Company Start January 2018.

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ISS Daily Summary Report – 12/06/2017

OA-8 Cygnus Release:  After yesterday’s unberth and the overnight GPS shadowing (“Photobomb”) Detailed Test Objective (DTO), today SSRMS ground controllers relocated the Cygnus vehicle to the release point and the onboard crew released the vehicle and monitored its departure.  Cygnus will be held in that position overnight and then repositioned for release tomorrow.  Cygnus arrived … Continue reading "ISS Daily Summary Report – 12/06/2017"

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Security Analysis and Improvement of An Anonymous Attribute-Based Proxy Re-encryption

In order to protect users' attribute privacy, recently, a novel secure CP-AB-PRE named anonymous CP-AB-PRE was first proposed by Zhang et al. However, we found that their scheme fails to achieve anonymity, which means that their scheme cannot realize users' attribute privacy protection. In order to ...

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Security Flaw Leaves Major Banking Apps Vulnerable to MiTM Attacks Over SSL

A team of security researchers has discovered a critical implementation flaw in major mobile banking applications that could leave banking credentials of millions of users vulnerable to hackers. The vulnerability was discovered by researchers of the Security and Privacy Group at the University of Birmingham, who tested hundreds of different banking apps—both iOS and Android—and found that


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Anonymous Canton gold coin donor steps up once again for Salvati

CANTON, Ill. (WEEK) -- -. A generous person is once again donating a rare coin to the Salvation Army - with plans to buy it back. For the third year running, the donor dropped a rare gold Double-Eagle coin into the Salvation Army kettle at the Canton HyVee. The Secret Santa plans to buy back the coin ...

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Anonymous texting apk

1,200 5-star ratings. 3630 users rating 5 stars that they mean this is good app. mathrawk. 2 way anonymous SMS messaging! Send and receive messages anonymously! May 2, 2017 Download Anonymous Texting Apk 1. Top android apps for anonymous texting in AppCrawlr! Sms Anonymous APK for ...

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CEA Meeting (Cookie Eaters Anonymous)

Join us for cookie decorating and devouring. Fancy hot chocolate options will also be provided.

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Process Doppelgänging: New Malware Evasion Technique Works On All Windows Versions

A team of security researchers has discovered a new malware evasion technique that could help malware authors defeat most of the modern antivirus solutions and forensic tools. Dubbed Process Doppelgänging, the new fileless code injection technique takes advantage of a built-in Windows function and an undocumented implementation of Windows process loader. Ensilo security researchers Tal


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Largest Crypto-Mining Exchange Hacked; Over $70 Million in Bitcoin Stolen

Bitcoin is breaking every record—after gaining 20% jump last week, Bitcoin price just crossed the $14,800 mark in less than 24 hours—and there can be no better reason for hackers to put all of their efforts to steal skyrocketing cryptocurrency. NiceHash, the largest Bitcoin mining marketplace, has been hacked, which resulted in the theft of more than 4,700 Bitcoins worth over $57 million (at


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Slambana #14 ft. Waasabi, Thor, Anonymous Moniker

CrossSlashStudios - Slambana #14 ft. Waasabi, Thor, Anonymous Moniker - Super Smash Bros. for Wii U - Twitch.

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Uber Paid 20-Year-Old Florida Hacker $100,000 to Keep Data Breach Secret

Last year, Uber received an email from an anonymous person demanding money in exchange for the stolen user database. It turns out that a 20-year-old Florida man, with the help of another, breached Uber's system last year and was paid a huge amount by the company to destroy the data and keep the incident secret. Just last week, Uber announced that a massive data breach in October 2016 exposed


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Wednesday, December 6, 2017

Anonymous Tips

Anonymous Tips - East Lyme Public Schools.

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Anonymous email reviews

Anonymous email reviews. Anybody here? I went to google and looked started searching aroun Reviews. How to become anonymous online. 13 Anonymous Speech Reviews - Find helpful customer Anonymous Speech reviews and questions or just join discussion about Anonymous Speech. org is ...

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Beautiful/Anonymous Podcast with Chris Gethard

Beautiful/Anonymous Podcast with Chris Gethard. Chris Gethard brings the Beautiful/Anonymous podcast live to the stage! We'll see an episode of your favorite phone call based podcast unfold live, as he tweets out the number and takes the first call that comes in. Will it be funny? Sad? Strange?

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Anonymous Basketball Player Goes Up for Dunk, Gets Totally Annihilated

This block looks like something out of Mortal Kombat.

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Dec 5 -Jespersen - 11:45 - 630 CHED Santas Anonymous teddy bear toss

Dec 5 -Jespersen - 11:45 - 630 CHED Santas Anonymous teddy bear toss. View description Share. Published Dec 6, 2017 12:36 PM. Description. Kelsey Campbell fills in for Ryan Jespersen. Share; Embed. Facebook; Twitter; Email; Download. Play from 0s. Size: Wide simple, Wide image, Square.

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ISS Daily Summary Report – 12/05/2017

Cygnus unberth:  This morning, the crew egressed Cygnus.  They then configured the vestibule and prepared to depressurize the vestibule.  Ground teams identified EMI as the cause of the pressure probe anomaly and successfully depressurized the vestibule.  Later, the Cygnus vehicle was unberthed and positioned it for the GPS shadowing (“photobomb”) Developmental Test Objective (DTO).  Cygnus … Continue reading "ISS Daily Summary Report – 12/05/2017"

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I have a new follower on Twitter


Roberta Cushey
#Blogger #Knowmad #Coach #GoogleProfessional #MarketingDigital #Analytics #SEO #SEM #AnalistaDigital #Investigador Consultor Digital
United States

Following: 2198 - Followers: 979

December 06, 2017 at 10:18AM via Twitter http://twitter.com/RobertaCushey

I have a new follower on Twitter


Scott Collnis
Physician | Social Media Enthusiast | My Journey Through Medicine, Social Media & Life | Family Physician | Primary Care Advocate | Views Are My Own
United States

Following: 2357 - Followers: 857

December 06, 2017 at 10:18AM via Twitter http://twitter.com/ScottCollnis

I have a new follower on Twitter


Donna Boardwine
I unleashed the zombie apocalypse. Producer, Volunteer, Beer Fanatic, Grammar Nazi, Nixon in China.
United States

Following: 609 - Followers: 106

December 06, 2017 at 10:08AM via Twitter http://twitter.com/Boardwine5

Critical Flaw in Major Android Tools Targets Developers and Reverse Engineers

Finally, here we have a vulnerability that targets Android developers and reverse engineers, instead of app users. Security researchers have discovered an easily-exploitable vulnerability in Android application developer tools, both downloadable and cloud-based, that could allow attackers to steal files and execute malicious code on vulnerable systems remotely. The issue was discovered by


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I have a new follower on Twitter


Zack Sanchez
Father, Youth Baseball Coach, Businessman, Marketing, Publicist, Baseball, NFL, Fantasy Football, Consultant, Roanoke VA, Talent Manager, Real Estate, Mentor.
United States

Following: 2177 - Followers: 879

December 06, 2017 at 06:08AM via Twitter http://twitter.com/ConsultantZack

New TeamViewer Hack Could Allow Clients to Hijack Viewers' Computer

Do you have remote support software TeamViewer installed on your desktop? If yes, then you should pay attention to a critical vulnerability discovered in the software that could allow users sharing a desktop session to gain complete control of the other's PC without permission. TeamViewer is a popular remote-support software that lets you securely share your desktop or take full control of


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Insomniacs Anonymous Sleep Spray

Recipe with video instructions: Can't sleep? You need this! Ingredients: 15 tbsp distilled water (depending on the size of the bottle), 2 tbsp of alcohol free witch hazel, 5 drops of lavender...

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Tuesday, December 5, 2017

Anonymous user 97e216

Name, Anonymous user 97e216. User since, Dec. 6, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Beelden!!!!!!

Figure of a leaping carp. anonymous. Drag Edit. Add description; Set as cover; Delete from my collection. Add to my sets · Figure of a bird of prey on a rock. anonymous. Drag Edit. Add description; Set as cover; Delete from my collection. Add to my sets · Figure of a Chinese couple. anonymous. Drag Edit.

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I have a new follower on Twitter


Magda Urbaniak
Global Communications Manager @Brand24 | CEO at Tractormania.pl 🚜 | Agro PR | @Quora Top Writer | Host of BrandTalks #Podcast 🎙| https://t.co/Pavw2SSbSA 🇵🇱 🇺🇸

https://t.co/W8SumEn7uD
Following: 11843 - Followers: 13785

December 05, 2017 at 08:18PM via Twitter http://twitter.com/Meg_Urbaniak

Anonymous donor again blesses the Wells County Food Bank

Home Big Grid Feature Anonymous donor again blesses the Wells County Food Bank. Anonymous donor again blesses the Wells County Food Bank. December 5, 2017. Share on Facebook · Tweet on Twitter. You need to be logged in to see this part of the content. Subscribers, please click LOGIN to ...

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Anonymous donor to pay for 100 App State students tickets to Dollar General Bowl

BOONE – Preparations are full-steam ahead for the Appalachian State Mountaineers' trip to face the Toledo Rockets in the Dec. 23 Dollar General Bowl, and App Nation will not want.

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Creating Marketing Opportunity from Digital Chaos - Personalizing Anonymous Web Experiences

How to personalize anonymous web experiences by uniting your existing CMS and DMP tools.

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Menu

HomeAbout AA · What is AA? Membership AA Structure in Great Britain The 12 Steps of AA AA Traditions Newcomers Get help now Who we are Is AA ...

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Anonymous user 6d20be

Name, Anonymous user 6d20be. User since, Nov. 22, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet ...

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Anonymous user 0f691d

Name, Anonymous user 0f691d. User since, Nov. 30, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet ...

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ISS Daily Summary Report – 12/04/2017

Earth Imagery from ISS Target Operations: Over the weekend, the crew captured images and video footage of Japan, the Sahara Desert, the India-Himalayas-Tibetan Plateau, Seattle and the Pacific Northwest, and Ireland to Moscow at night. Today the crew captured images of the Himalayas, facing northwest up the mountain range. The Earth Imagery from ISS investigation … Continue reading "ISS Daily Summary Report – 12/04/2017"

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Ravens place CB Jimmy Smith (Achilles) on IR, promote CB Stanley Jean-Baptiste from practice squad (ESPN)

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[FD] SSD Advisory – Coredy CX-E120 Repeater Multiple Vulnerabilities

SSD Advisory – Coredy CX-E120 Repeater Multiple Vulnerabilities Full report: http://ift.tt/2BF3GiC Twitter: @SecuriTeam_SSD Weibo: SecuriTeam_SSD Vulnerabilities Summary The following advisory describes two (2) vulnerabilities found in Coredy CX-E120 Repeater. The Coredy CX-E120 WiFi Range Extender is “a network device with multifunction, which can be using for increasing the distance of a WiFi network by boosting the existing WiFi signal and enhancing the overall signal quality over long distances. An extender repeats the signals from an existing WiFi router or access point.” The vulnerabilities found are: Unauthenticated Root Password Reset Unauthenticated Remote Command Execution Credit An independent security researcher, Corben Douglas (@sxcurity), has reported this vulnerability to Beyond Security’s SecuriTeam Secure Disclosure program Vendor response Coredy has released patches to address these vulnerabilities (WN575A3-A-RPTA3-75W.M4300.01.GD.2017Nov22-WEBC.bin). Vulnerabilities details Unauthenticated Root Password Reset An unauthenticated user is able to send a POST request to /cgi-bin/adm.cgi which can then be used to reset the root password with parameter page=sysAdm, username=, and the values of the new password: newpass= and confpass=. Remote Command Execution An unauthenticated user is able to send a POST request to /cgi-bin/adm.cgi with the following parameters: page=sysCMD, SystemCommandSubmit=Apply, and command= with the command you run to run. The input is passed as root cmd command for execution.

Source: Gmail -> IFTTT-> Blogger

Anonymous Imperial Hubris Essay

Context Plot Hubris Essay Character List Analysis Effectsquot The strength of our skillful la Mancha Sancho Panza Dulcinea del Toboso Themes, Motifs terms of the, Anonymous Imperial. Millions of students online from our to Essay Writer. Study Island is experts list of lose their fears, standards-based ...

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Anonymous user is able to delete webform

For some reason anonymous users are able to access settings in webform. Also they are able to delete webforms. Of course all the webform permissions are unset for anonymous roles. What can I do to find the source of the error? Using latest versionof Webform Beta + Core Drupal 8.4.

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Massive Breach Exposes Keyboard App that Collects Personal Data On Its 31 Million Users

In the digital age, one of the most popular sayings is—if you're not paying, then you're not the customer, you're the product. While downloading apps on their smartphones, most users may not realize how much data they collect on you. Believe me; it’s way more than you can imagine. Nowadays, many app developers are following irresponsible practices that are worth understanding, and we don't


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Anonymous user 4add93

Name, Anonymous user 4add93. User since, Dec. 4, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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📈 Ravens climb three spots to No. 13 in Week 14 NFL Power Rankings (ESPN)

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Max-age for anonymous users

Hi,. How do I verify if anonymous user is served with cache files. I use simple cache. This is the http response header I get when not logged in: cache-control:max-age=3, must-revalidate cf-ray:3c8797d19bed17c2-SIN content-encoding:br content-type:text/html; charset=UTF-8 date:Tue, 05 Dec 2017 ...

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Anonymous user eeeed3

Name, Anonymous user eeeed3. User since, Dec. 5, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous ️

launchora_img. Anonymous ❤ . @murphy. 1 Stories. 0 Followers. 0 Following. Follow. Message. Anonymous's Stories. Published in the Life collection. December 05, 2017. launchora_img · LOST...! she's alive yet she's dead...! wish someone could help her get through this... 0. 0 Launches. 0. ACTIVITY.

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Anonymous user bc4081

Name, Anonymous user bc4081. User since, Aug. 13, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user b022d0

Name, Anonymous user b022d0. User since, April 17, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user f347b3

Name, Anonymous user f347b3. User since, Dec. 4, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user 38cb8d

Name, Anonymous user 38cb8d. User since, Dec. 4, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user 56feff

by Anonymous user 56feff on Dec. 3, 2017 · permalink. NoScript my favourite extension, made browsing the internet a joy with no unsolicited popups. But new interface for Firefox 57 is so useless it nearly makes it impossible to use. It doesn't seem to save page settings for some sites, so you get ...

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MailSploit — Email Spoofing Flaw Affects Over 30 Popular Email Clients

If you receive an email that looks like it's from one of your friends, just beware! It's possible that the email has been sent by someone else in an attempt to compromise your system. A security researcher has discovered a collection of vulnerabilities in more than 30 popular email client applications that could allow anyone to send spoofed emails bypassing anti-spoofing mechanisms. <!--


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Anonymous user 7ab5f0

Name, Anonymous user 7ab5f0. User since, Dec. 3, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Anonymous user 99e1e1

Name, Anonymous user 99e1e1. User since, Dec. 3, 2017. Number of add-ons developed, 0 add-ons. Average rating of developer's add-ons, Not yet rated ...

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Young Hacker, Who Took Over Jail Network to Get Friend Released Early, Faces Prison

Well, "a friend in need is a friend indeed" goes a long way, but in this case, this phrase hardly makes any sense. A 27-year-old Michigan man who hacked into the government computer system of Washtenaw County Jail to alter inmate records and gain early release for his friend is now himself facing federal charges after getting caught. Konrads Voits from Ann Arbor, Michigan, pleaded guilty in


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A Horizon with Blue and Red


What's happening on the horizon? The horizon itself, past a spinach field in Guatemala, shows not only trees but a large volcano: the Volcán de Fuego (Volcano of Fire). The red glow at the top of the volcano is hot lava. But your eye may also be drawn to the blue circle above the horizon on the left. This circle surrounds the Moon and, together with other colors, is called a corona. A corona is caused by diffraction of light -- here moonlight -- by small water droplets in the Earth's intervening atmosphere. A break in the clouds on the right shows stars and even the planet Saturn far beyond the volcano. Although Volcán de Fuego frequently undergoes low-level activity, the astrophotographer considered himself lucky to capture the scene just during an explosive eruption in late September. via NASA http://ift.tt/2klfuTd

Monday, December 4, 2017

ISS Daily Summary Report – 12/01/2017

Circadian Rhythms: A 52S crewmember removed and stowed the Double Sensors and Thermolab Unit equipment that was used to complete a 36-hour Circadian Rhythms session that began on Wednesday. Circadian Rhythms investigates the role of synchronized circadian rhythms, or the “biological clock,” and how it changes during long-duration spaceflight. Researchers hypothesize that a non-24-hour cycle … Continue reading "ISS Daily Summary Report – 12/01/2017"

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Feds Shut Down 'Longest-Running' Andromeda Botnet

In a coordinated International cyber operation, Europol with the help of international law enforcement agencies has taken down what it called "one of the longest-running malware families in existence" known as Andromeda. Andromeda, also known as Win32/Gamarue, is an infamous HTTP-based modular botnet that has been around for several years now, and infecting computers with it's malicious


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Mechanical Turk is Not Anonymous



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Anonymous job

See the latest Anonymous jobs on totaljobs. Get Anonymous jobs sent direct to your email and apply online today! We'll get you noticed.

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How to create a deep learning dataset using Google Images

PyImageSearch reader José asks:

Hey Adrian, thanks for putting together Deep Learning for Computer Vision with Python. This is by far the best resource I’ve seen for deep learning.

My question is this:

I’m working on a project where I need to classify the scenes of outdoor photographs into four distinct categories: cities, beaches, mountains, and forests.

I’ve found a small dataset (~100 images per class), but my models are quick to overfit and far from accurate.

I’m confident I can solve this project, but I need more data.

What do you suggest?

José has a point — without enough training data, your deep learning and machine learning models can’t learn the underlying, discriminative patterns required to make robust classifications.

Which begs the question:

How in the world do you gather enough images when training deep learning models?

Deep learning algorithms, especially Convolutional Neural Networks, can be data hungry beasts.

And to make matters worse, manually annotating an image dataset can be a time consuming, tedious, and even expensive process.

So is there a way to leverage the power of Google Images to quickly gather training images and thereby cut down on the time it takes to build your dataset?

You bet there is.

In the remainder of today’s blog post I’ll be demonstrating how you can use Google Images to quickly (and easily) gather training data for your deep learning models.

Looking for the source code to this post?
Jump right to the downloads section.

Deep learning and Google Images for training data

Today’s blog post is part one of a three part series on a building a Not Santa app, inspired by the Not Hotdog app in HBO’s Silicon Valley (Season 4, Episode 4).

As a kid Christmas time was my favorite time of the year — and even as an adult I always find myself happier when December rolls around.

Looking back on my childhood, my dad always went out well of his way to ensure Christmas was a magical time.

Without him I don’t think this time of year would mean as much to me (and I certainly wouldn’t be the person I am today).

In order to keep the magic of ole’ Saint Nicholas alive, we’re going to spend the next three blog posts building our Not Santa detector using deep learning:

  • Part #1: Gather Santa Clause training data using Google Images (this post).
  • Part #2: Train our Not Santa detector using deep learning, Python, and Keras.
  • Part #3: Deploy our trained deep learning model to the Raspberry Pi.

Let’s go ahead and get started!

Using Google Images for training data and machine learning models

The method I’m about to share with you for gathering Google Images for deep learning is from a fellow deep learning practitioner and friend of mine, Michael Sollami.

He discussed the exact same technique I’m about to share with you in a blog post of his earlier this year.

I’m going to elaborate on these steps and provide further instructions on how you can use this technique to quickly gather training data for deep learning models using Google Images, JavaScript, and a bit of Python.

The first step in using Google Images to gather training data for our Convolutional Neural Network is to head to Google Images and enter a query.

In this case we’ll be using the query term “santa clause”:

Figure 1: The first step to downloading images from Google Image Search is to enter your query and let the pictures load in your browser. Santa Claus is visiting our computer screen!

As you can see from the example image above we have our search results.

The next step is to use a tiny bit of JavaScript to gather the image URLs (which we can then download using Python later in this tutorial).

Fire up the JavaScript console (I’ll assume you are using the Chrome web browser, but you can use Firefox as well) by clicking

View => Developer => JavaScript Console
 :

Figure 2: Opening Google Chrome’s JavaScript Console from the menu bar prior to performing the hack.

From there, click the

Console
  tab:

Figure 3: We will enter JavaScript in the Google Chrome JavaScript Console which is displayed in this figure.

This will enable you to execute JavaScript in a REPL-like manner. The next step is to start scrolling!

Figure 4: Keep scrolling through the Google Image search results until the results are no longer relevant.

Keep scrolling until you have found all relevant images to your query. From there, we need to grab the URLs for each of these images. Switch back to the JavaScript console and then copy and paste this JavaScript snippet into the Console:

// pull down jquery into the JavaScript console
var script = document.createElement('script');
script.src = "http://ift.tt/1V0HKB6";
document.getElementsByTagName('head')[0].appendChild(script);

The snippet above pulls down the jQuery JavaScript library, a common package used for nearly every JavaScript application.

Now that jQuery is pulled down we can use a CSS selector to grab a list of URLs:

// grab the URLs
var urls = $('.rg_di .rg_meta').map(function() { return JSON.parse($(this).text()).ou; });

Note: Make sure you expand the code block above using the “<=>” button — this will ensure you copy and pate the entire JavaScript function call.

And then finally write the URLs to file (one per line):

// write the URls to file (one per line)
var textToSave = urls.toArray().join('\n');
var hiddenElement = document.createElement('a');
hiddenElement.href = 'data:attachment/text,' + encodeURI(textToSave);
hiddenElement.target = '_blank';
hiddenElement.download = 'urls.txt';
hiddenElement.click();

After executing the above snippet you’ll have a file named

urls.txt
  in your default Downloads directory.

If you are having trouble following this guide, please see the video at the very top of this blog post where I provide step-by-step instructions.

Downloading Google Images using Python

Now that we have our

urls.txt
  file, we need to download each of the individual images.

Using Python and the requests library, this is quite easy.

If you don’t already have requests installed on your machine you’ll want to install it now (taking care to use the

workon
  command first if you are using Python virtual environments):
$ workon cv
$ pip install requests

From there, open up a new file, name it

download_images.py
 , and insert the following code:
# import the necessary packages
from imutils import paths
import argparse
import requests
import cv2
import os

Here we are just importing required packages. Notice

requests
  on Line 4 — this will be the package we use for downloading the image content.

Next, we’ll parse command line arguments and load our

urls
  from disk into memory:
# construct the argument parse and parse the arguments
ap = argparse.ArgumentParser()
ap.add_argument("-u", "--urls", required=True,
        help="path to file containing image URLs")
ap.add_argument("-o", "--output", required=True,
        help="path to output directory of images")
args = vars(ap.parse_args())

# grab the list of URLs from the input file, then initialize the
# total number of images downloaded thus far
rows = open(args["urls"]).read().strip().split("\n")
total = 0

Command line argument parsing is handled on Lines 9-14 — we only require two:

  • --urls
    
     : The path to the file containing image URLs generated by the Javascript trick above.
  • --output
    
     : The path to the output directory where we’ll store our images downloaded from Google Images.

From there, we load each URL from the file into a list on Line 18. We also initialize a counter,

total
 , to count the files we’ve downloaded.

Next we’ll loop over the URLs and attempt to download each image:

# loop the URLs
for url in rows:
        try:
                # try to download the image
                r = requests.get(url, timeout=60)

                # save the image to disk
                p = os.path.sep.join([args["output"], "{}.jpg".format(
                        str(total).zfill(8))])
                f = open(p, "wb")
                f.write(r.content)
                f.close()

                # update the counter
                print("[INFO] downloaded: {}".format(p))
                total += 1

        # handle if any exceptions are thrown during the download process
        except:
                print("[INFO] error downloading {}...skipping".format(p))

Using

requests
 , we just need to specify the
url
  and a timeout for the download. We attempt to download the image file into a variable,
r
, which holds the binary file (along with HTTP headers, etc.) in memory temporarily (Line 25).

Let’s go ahead and save the image to disk.

The first thing we’ll need is a valid path and filename. Lines 28 and 29 generate a path + filename,

p
 , which will count up incrementally from
00000000.jpg
 .

We then create a file pointer,

f
 , specifying our path, 
p
 , and indicating that we want write mode in binary format (
"wb"
 ) on Line 30.

Subsequently, we write our files contents (

r.content
 ) and then close the file (Lines 31 and 32).

And finally, we update our total count of downloaded images.

If any errors are encountered along the way (and there will be some errors — you should expect them whenever trying to automatically download unconstrained images/pages on the web), the exception is handled and a message is printed to the terminal (Lines 39 and 40).

Now we’ll do a step that shouldn’t be left out!

We’ll loop through all files we’ve just downloaded and try to open them with OpenCV. If the file can’t be opened with OpenCV, we delete it and move on. This is covered in our last code block:

# loop over the image paths we just downloaded
for imagePath in paths.list_images(args["output"]):
        # initialize if the image should be deleted or not
        delete = False

        # try to load the image
        try:
                image = cv2.imread(imagePath)

                # if the image is `None` then we could not properly load it
                # from disk, so delete it
                if image is None:
                        delete = True

        # if OpenCV cannot load the image then the image is likely
        # corrupt so we should delete it
        except:
                print("Except")
                delete = True

        # check to see if the image should be deleted
        if delete:
                print("[INFO] deleting {}".format(imagePath))
                os.remove(imagePath)

As we loop over each file, we’ll initialize a

delete
  flag to
False
 (Line 45).

Then we’ll

try
  to load the image file on Line 49.

If the

image
  is loaded as
None
 , or if there’s an exception, we’ll set
delete = True
  (Lines 53 and 54 and Lines 58-60).

Common reasons for an image being unable to load include an error during the download (such as a file not downloading completely), a corrupt image, or an image file format that OpenCV cannot read.

Lastly if the

delete
  flag was set, we call 
os.remove
  to delete the image on Lines 63-65.

That’s all there is to the Google Images downloader script — it’s pretty self-explanatory.

To download our example images, make sure you use the “Downloads” section of this blog post to download the script and example

urls.txt
  file.

From there, open up a terminal and execute the following command:

$ python download_images.py --urls urls.txt --output images/santa
[INFO] downloaded: images/santa/00000000.jpg
[INFO] downloaded: images/santa/00000001.jpg
[INFO] downloaded: images/santa/00000002.jpg
[INFO] downloaded: images/santa/00000003.jpg
...
[INFO] downloaded: images/santa/00000519.jpg
[INFO] error downloading images/santa/00000519.jpg...skipping
[INFO] downloaded: images/santa/00000520.jpg
...
[INFO] deleting images/santa/00000211.jpg
[INFO] deleting images/santa/00000199.jpg
...

As you can see, example images from Google Images are being downloaded to my machine as training data.

The error you see in the output is normal — you should expect these. You should also expect some images to be corrupt and unable to open — these images get deleted from our dataset.

Pruning irrelevant images from our dataset

Of course, not every image we downloaded is relevant.

To resolve this, we need to do a bit of manual inspection.

My favorite way to do this is to use the default tools on my macOS machine. I can open up Finder and browse the images in the “Cover Flow” view:

Figure 5: The macOS “Cover Flow” view allows us to quickly check each downloaded image to make sure it’s Santa. We’ll want to be sure we’re training our deep learning detector (which we’ll cover next week) with valid Santa pictures.

I can then easily scroll through my downloaded images.

Images that are not relevant can easily moved to the Trash using 

<cmd> + <delete>
  — similar shortcuts exist on other operating systems as well. After pruning my downloaded images I have a total of 461 images as training to our Not Santa app.

In next week’s blog post I’ll demonstrate how we can use Python and Keras to train a Convolutional Neural Network to detect if Santa Clause is in an input image.

The complete Google Images + deep learning pipeline

I have put together a step-by-step video that demonstrates me performing the above steps to gather deep learning training data using Google Images.

Be sure to take a look!

Summary

In today’s blog post you learned how to:

  1. Use Google Images to search for example images.
  2. Grab the image URLs via a small amount of JavaScript.
  3. Download the images using Python and the requests library.

Using this method we downloaded ~550 images.

We then manually inspected the images and removed non-relevant ones, trimming the dataset down to ~460 images.

In next week’s blog post we’ll learn how to train a deep learning model that will be used in our Not Santa app.

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Downloads:

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