From rkaufman at andrew.cmu.edu  Thu Jul  1 12:02:47 2021
From: rkaufman at andrew.cmu.edu (Roman Kaufman)
Date: Thu, 1 Jul 2021 12:02:47 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <CAGFDa2cWrHndAOpxmZbyVobypPwPdeSkuPFBmZ9ZUFaZVFWwVQ@mail.gmail.com>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09

Feel free to join!
Roman
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From predragp at andrew.cmu.edu  Thu Jul  1 23:17:29 2021
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Thu, 1 Jul 2021 23:17:29 -0400
Subject: Auton Lab desktops should be up 24/7/365
Message-ID: <CAEFFt-E45_0aAq+C3auDA3MvVN4k0GfN6JDFVTBRV9mXhdc1jQ@mail.gmail.com>

Dear Autonians,

As we gear up for the return to the campus I would like to remind all lab
members who have Auton Lab issued desktops that those machines are supposed
to be always on (backups, maintenance scripts). The lab members who opted
out and who are maintaining their own machines or who have SCS mateined
machines (grad students) need not to comply.

I have already done a complete audit of all our offices. With the
exception of NSH 3124 we are already 100% ready or in pretty good shape. If
you don't know the purpose of a computer in your office please don't touch
it and don't turn it off. If you are a post-doc or a staff member and you
don't know the current status of your desktop please email me.

Most Kind Regards,
Predrag Punosevac
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From awd at cs.cmu.edu  Fri Jul  2 14:00:06 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Fri, 2 Jul 2021 14:00:06 -0400
Subject: Marinus Analytics, bronze medalist of AI Xprize, in the local media
Message-ID: <CAJvAoysroboSFbmZ8f6Oj_g55-Y=BBFxSWBDFyNTUv51Q5a-3g@mail.gmail.com>

https://www.post-gazette.com/business/tech-news/2021/06/23/Marinus-Analytics-IBM-Watson-AI-XPrize-facial-recognition-tools-to-help-law-enforcement-identify-victims-of-sex-trafficking/stories/202106230130
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From choset at andrew.cmu.edu  Fri Jul  2 15:11:42 2021
From: choset at andrew.cmu.edu (Howie Choset)
Date: Fri, 2 Jul 2021 15:11:42 -0400
Subject: Marinus Analytics, bronze medalist of AI Xprize,
 in the local media
In-Reply-To: <CAJvAoysroboSFbmZ8f6Oj_g55-Y=BBFxSWBDFyNTUv51Q5a-3g@mail.gmail.com>
References: <CAJvAoysroboSFbmZ8f6Oj_g55-Y=BBFxSWBDFyNTUv51Q5a-3g@mail.gmail.com>
Message-ID: <9317A868-A31B-4A31-BC49-3207CB649A3E@andrew.cmu.edu>

You the man!  Can I brag to our dept about it. 

Howie 

Howie Choset
http://choset.com
412-268-2495


> On Jul 2, 2021, at 2:00 PM, Artur Dubrawski <awd at cs.cmu.edu> wrote:
> 
> ?
> https://www.post-gazette.com/business/tech-news/2021/06/23/Marinus-Analytics-IBM-Watson-AI-XPrize-facial-recognition-tools-to-help-law-enforcement-identify-victims-of-sex-trafficking/stories/202106230130 
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From awd at cs.cmu.edu  Wed Jul  7 10:52:59 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Wed, 7 Jul 2021 10:52:59 -0400
Subject: Auton Lab shoutout
Message-ID: <CAJvAoyvM3KtDSMCMznG35m9ZnseR+zSByCU7bX6QmcAiwJphyg@mail.gmail.com>

Dear Autonians,

See below for a nice piece from the President of Marinus Analytics which,
among other things, reflects their CMU, Robotics Institute, and the Auton
Lab roots.

Cheers,
Artur

https://pittsburghregion.org/2021/07/07/one-of-the-worlds-most-impactful-ai-startups-marinus-analytics-was-founded-in-pittsburgh/
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From awd at cs.cmu.edu  Wed Jul  7 14:42:29 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Wed, 7 Jul 2021 14:42:29 -0400
Subject: Auton Lab shoutout
In-Reply-To: <CAJvAoyvM3KtDSMCMznG35m9ZnseR+zSByCU7bX6QmcAiwJphyg@mail.gmail.com>
References: <CAJvAoyvM3KtDSMCMznG35m9ZnseR+zSByCU7bX6QmcAiwJphyg@mail.gmail.com>
Message-ID: <CAJvAoyvef+AjUo+DLPoc-O_ME+_EwQgR3c=1m7Pfw2S2BNFaEQ@mail.gmail.com>

I particularly like the last 3 paragraphs which to me epitomize the mindset
of the Auton Lab.

Cheers,
Artur

On Wed, Jul 7, 2021 at 10:52 AM Artur Dubrawski <awd at cs.cmu.edu> wrote:

> Dear Autonians,
>
> See below for a nice piece from the President of Marinus Analytics which,
> among other things, reflects their CMU, Robotics Institute, and the Auton
> Lab roots.
>
> Cheers,
> Artur
>
>
> https://pittsburghregion.org/2021/07/07/one-of-the-worlds-most-impactful-ai-startups-marinus-analytics-was-founded-in-pittsburgh/
>
>
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From emily at marinusanalytics.com  Wed Jul  7 14:50:47 2021
From: emily at marinusanalytics.com (Emily Kennedy)
Date: Wed, 7 Jul 2021 18:50:47 +0000
Subject: Auton Lab shoutout
In-Reply-To: <CAJvAoyvef+AjUo+DLPoc-O_ME+_EwQgR3c=1m7Pfw2S2BNFaEQ@mail.gmail.com>
References: <CAJvAoyvM3KtDSMCMznG35m9ZnseR+zSByCU7bX6QmcAiwJphyg@mail.gmail.com>
 <CAJvAoyvef+AjUo+DLPoc-O_ME+_EwQgR3c=1m7Pfw2S2BNFaEQ@mail.gmail.com>
Message-ID: <709BCAC2-3FFA-4302-8E9C-92B7823A0208@marinusanalytics.com>

Totally agree! Proud to have grown the idea from its inception in the ripe soil of the Auton Lab and CMU. :) Inspired by you all and your strong work ethic and commitment!

Emily Kennedy
President, Founder
Marinus Analytics
+1 (866) 945-2803
LinkedIn<https://www.linkedin.com/in/heyemilykennedy/> | Twitter<https://twitter.com/heyemilykennedy> | Website<https://www.marinusanalytics.com/>

On Jul 7, 2021, at 12:42 PM, Artur Dubrawski <awd at cs.cmu.edu<mailto:awd at cs.cmu.edu>> wrote:

I particularly like the last 3 paragraphs which to me epitomize the mindset of the Auton Lab.

Cheers,
Artur

On Wed, Jul 7, 2021 at 10:52 AM Artur Dubrawski <awd at cs.cmu.edu<mailto:awd at cs.cmu.edu>> wrote:
Dear Autonians,

See below for a nice piece from the President of Marinus Analytics which, among other things, reflects their CMU, Robotics Institute, and the Auton Lab roots.

Cheers,
Artur

https://pittsburghregion.org/2021/07/07/one-of-the-worlds-most-impactful-ai-startups-marinus-analytics-was-founded-in-pittsburgh/

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From ngisolfi at cs.cmu.edu  Thu Jul  8 11:31:50 2021
From: ngisolfi at cs.cmu.edu (Nicholas Gisolfi)
Date: Thu, 8 Jul 2021 11:31:50 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <CANmms2RmbpJJorqCkb3doMbFv9=oR1iVOsvxabivGBt8VNEfnQ@mail.gmail.com>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09

We hope to see you there!

- Nick
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From awd at cs.cmu.edu  Sat Jul 10 16:02:14 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Sat, 10 Jul 2021 16:02:14 -0400
Subject: Fwd: [Edinburghvision] ANN: indoor pig behavior RGBD video dataset
In-Reply-To: <202107101004.16AA4eCm025041@rhynie.inf.ed.ac.uk>
References: <202107101004.16AA4eCm025041@rhynie.inf.ed.ac.uk>
Message-ID: <CAJvAoyvM3w62STnHpNBNFjME4KzpSVpJw0CEzLoRk5OiTRcv8A@mail.gmail.com>

potentially useful benchmark data coming from a friendly source, may be of
interest for those of us who model and infer behaviors in videos

Artur

---------- Forwarded message ---------
From: Bob Fisher <rbf at inf.ed.ac.uk>
Date: Sat, Jul 10, 2021 at 6:11 AM
Subject: [Edinburghvision] ANN: indoor pig behavior RGBD video dataset
To: <EdinburghVision at inf.ed.ac.uk>



ANN: indoor pig behavior RGBD video dataset

We are pleased to announce a new dataset consisting of 23 days (over 6
weeks)
of young pigs in an indoor pen.
The data is daytime RGBD video captured from a nearly overhead camera.
The pigs approximately doubled in weight during this period.

Registered color and depth videos are captured. The data was captured at 6
frames per
second, and stored in clips of 1800 frames (5 minutes).
There are approximately 3.5 million data frames in 1905 clips, each 5
minutes long,
for a total of about 160 hours of video.

12 of the clips have been manually annotated for pig detection
(axis-aligned bounding boxes),
tracking, and 17 behaviors.
All clips have been automatically processed for pig detection, tracking,
and some (5) behaviors, but we do not guarantee correctness.

The dataset is at:

    https://homepages.inf.ed.ac.uk/rbf/PIGDATA/

If you use the data in any publication, please cite:

L. Bergamini, S. Pini, A. Simoni, R. Vezzani, S. Calderara, R. B. D'Eath,
R. B. Fisher; Extracting Accurate Long-Term Behavior Changes from a Large
Pig Dataset, Proc. Int. Conf. on Computer Vision Theory and Applications
(VISAPP 2021), online 8-10 February 2021.

Best wishes, Luca, Stefano, Alesandro, Roberto, Simone, Rick, Bob

================

Prof. Robert B. Fisher
School of Informatics, Univ. of Edinburgh
1.11 Bayes Centre, 47 Potterrow, Edinburgh EH8 9BT, UK
+44-(131)-651-3441 (direct line), +44-(131)-651-3443 (secretary)
plus code: WRW7+54 E-MAIL: r.b.fisher A at T ed.ac.uk
http://www.inf.ed.ac.uk/people/staff/Robert_Fisher.html

The University of Edinburgh is a charitable body, registered in
Scotland, with registration number SC005336.
_______________________________________________
Edinburghvision mailing list
Edinburghvision at inf.ed.ac.uk
http://lists.inf.ed.ac.uk/mailman/listinfo/edinburghvision
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From awd at cs.cmu.edu  Wed Jul 14 17:19:23 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Wed, 14 Jul 2021 17:19:23 -0400
Subject: Fwd: Contribute to Data-Centric AI Resources
In-Reply-To: <CAA+m3mkg_ob5Sas8wjuHw13bxKNriU2YZebu=_uKY9aG2zt=jA@mail.gmail.com>
References: <CAA+m3mkg_ob5Sas8wjuHw13bxKNriU2YZebu=_uKY9aG2zt=jA@mail.gmail.com>
Message-ID: <CAJvAoytVasQuV1RScVa1TDC2Aq17y7qd5o-83Dye+ARN5Ft6Zg@mail.gmail.com>

Team,

Can you please take a look and see if this resource may be useful for your
work and let me know if you feel that contributing to it might be
beneficial as well.

Cheers
Artur

---------- Forwarded message ---------
From: Karan Goel <kgoel at cs.stanford.edu>
Date: Wed, Jul 14, 2021 at 5:10 PM
Subject: Contribute to Data-Centric AI Resources
To: <awd at andrew.cmu.edu>, Christopher R? <chrismre at cs.stanford.edu>


Hi Artur,

Our lab (led by Prof. Chris Re) has been putting together resources around
data centric AI that we plan to publicly release shortly alongside a blog.
We really enjoy your work and we'd love to get you / your lab to add what
you find relevant here and give feedback. Updates to the Github can be
pretty lightweight, using issues & PRs.

*Github (main resource):* https://github.com/HazyResearch/data-centric-ai
*Blog post:* https://hazyresearch.stanford.edu/data-centric-ai

Best,
Karan
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From ngisolfi at cs.cmu.edu  Thu Jul 15 11:37:30 2021
From: ngisolfi at cs.cmu.edu (Nicholas Gisolfi)
Date: Thu, 15 Jul 2021 11:37:30 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <CANmms2S8dsV888HgrVLkwoGN8r6y21xHYM5ck+6ki-ecYS46+Q@mail.gmail.com>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09

I've got a conflict today, but I still wanted to send the link and reminder
for others who wish to connect!

- Nick
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From ngisolfi at cs.cmu.edu  Thu Jul 22 10:56:55 2021
From: ngisolfi at cs.cmu.edu (Nicholas Gisolfi)
Date: Thu, 22 Jul 2021 10:56:55 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <CANmms2TWyjLd9=C1LuVzup16eR3GbrmTFuECbu5RNfNvG5RUAQ@mail.gmail.com>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09

I've got another conflict today, but I still wanted to send the link and
reminder for others who wish to connect!

- Nick
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From predragp at andrew.cmu.edu  Fri Jul 23 14:11:33 2021
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Fri, 23 Jul 2021 14:11:33 -0400
Subject: Issue with gpu17
In-Reply-To: <CADAXqzMByAUYe9WyOh+rn0_xd5Ta9++3r6EAP08hpP7vWEaysQ@mail.gmail.com>
References: <CADAXqzMByAUYe9WyOh+rn0_xd5Ta9++3r6EAP08hpP7vWEaysQ@mail.gmail.com>
Message-ID: <CAEFFt-FRXdfOAf+bBwtACAc_FjnzUHWU5zc5ZQFPLMoyVBYYUg@mail.gmail.com>

Hi Brian,

This is the second time this particular problem is reported on GPU17. The
first time around it took a cold reboot to fix the issue. I will be happy
to cold reboot the server one more time but I have a bad feeling that one
of the GPU cards on that server is dying and this is how it manifests.

The server is still under the warranty IIRC so I will have to reach Silicon
Mechanics technical support. For now, I can reboot the server one more time
if this happens again please don't report it just use the server as a CPU
node.

Best,
Predrag

On Fri, Jul 23, 2021 at 12:55 PM Brian Yang <brianyan at andrew.cmu.edu> wrote:

> Hi Predrag,
>
> When I run nvidia-smi on gpu17, I get the following:
> "Unable to determine the device handle for GPU 0000:3B:00.0: GPU is lost.
> Reboot the system to recover this GPU"
> Wasn't sure if this had already been brought to your attention, but if not
> could you take a look?
>
> Thanks,
> Brian
>
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From ngisolfi at cs.cmu.edu  Thu Jul 29 11:59:38 2021
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 29 Jul 2021 11:59:38 -0400
Subject: [Lunch] Happening now on zoom
Message-ID: <C47FD55A-CD99-44A7-8101-93DA245F0D4B@cs.cmu.edu>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09 <https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09>

We hope to see you there!  (Sorry for last minute!)

- Nick
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From awd at cs.cmu.edu  Fri Jul 30 14:40:34 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Fri, 30 Jul 2021 14:40:34 -0400
Subject: Stefania the Panelist
Message-ID: <CAJvAoyvBCU1WZFPAeD1ocFxoX5_abv2R8=Z1rDnubxDz053rAA@mail.gmail.com>

Dear Autonians,

Check out this very cool event involving our own Stefania:

https://www.linkedin.com/posts/ladies-that-ux-pittsburgh_ux-uxdesign-productdesign-activity-6825392219239825408-x0rs

Very nice!

Artur
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