Difference between revisions of "BeagleBoard/GSoC/2021ProposalTemplate"

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[[Category: GSoCProposal2021]]
 
[[Category: GSoCProposal2021]]
  
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=[[BeagleBoard/GSoC 2021/OpenGLES acceleration for DL]] =
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=[[BeagleBoard/GSoC/ProposalTemplate|ProposalTemplate]] =
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{{#ev:youtube|Jl3sUq2WwcY||right|BeagleLogic}} <!-- latest video will go here -->
 
About
 
About
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''Student'': [https://elinux.org/User:Yadnik_Bendale Yadnik Bendale]<br>
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''Student'': [http://elinux.org/User:student new student]<br>
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''Mentors'':Hunyue Yau <br>
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''Mentors'': [http://elinux.org/User:Jkridner Jason Kridner]<br>
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''Code'': N/A<br>
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''Code'': https://github.com/deebot/Beaglebone-BidirectionBus<br>
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''Wiki'': N/A<br>
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''Wiki'': http://elinux.org/BeagleBoard/GSoC/ProposalTemplate<br>
 
''GSoC'': [https://summerofcode.withgoogle.com/archive/2016/projects/4885400476712960/ GSoC entry]<br>
 
''GSoC'': [https://summerofcode.withgoogle.com/archive/2016/projects/4885400476712960/ GSoC entry]<br>
 
<div style="clear:both;"></div>
 
<div style="clear:both;"></div>
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=Proposal=
 
=Proposal=
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I have completed all the project requirements listed on the [https://elinux.org/BeagleBoard/GSoC/Ideas-2021 ideas list] and have opened the pull request [https://github.com/jadonk/gsoc-application/pull/150 here].
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Please complete the requirements listed on the [http://bbb.io/gsocideas ideas page] and fill out this template.
  
 
==About you==
 
==About you==
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''IRC'':Yadnik Bendale<br>
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''IRC'': Freenode IRC nickname<br>
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''Github'':[https://github.com/Yadnik1 Yadnik1]<br>
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''Github'': Github account<br>
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''School'':[https://www.djsce.ac.in/ Dwarkadas J Sanghvi College Of Engineering]<br>
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''School'': School name<br>
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''Country'': India <br>
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''Country'': Country<br>
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''Primary language'':English,Hindi,Marathi<br>
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''Primary language'' (We have mentors who speak multiple languages): Language<br>
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''Typical work hours'':9AM-9PM IST<br>
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''Typical work hours'' (We have mentors in various time zones): 8AM-5PM US Eastern<br>
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''Previous GSoC participation'': Having used many Beagleboard Products for various projects,it would be an exhilarating opportunity to contribute to Beagleboard and make a significant impact by enhancing the experience of the community providing gretear effeciency and optimisation on th Beaglbonne AI.It would also be a great learning opportunity to learn under the able guidance of the mentors.This is the first time i am participating in GSoC.  
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''Previous GSoC participation'': Tell us why you want to participate in GSoC here. Also, provide list of URLs for any previous GSoC participation with any organizations.
  
 
==About your project==
 
==About your project==
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''Project name'': OpenGLES acceleration for DL<br>
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''Project name'': Super Awesome Project<br>
  
 
===Description===
 
===Description===
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The CPU is the generic workhorse of any computer system. It is designed to handle virtually any task that can be thrown at it, but this flexibility means it’s often not the most efficient way to accomplish specific tasks, especially those that require lots of repeated math functions like video decoding or graphics rendering.
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In 10-20 sentences, what are you making, for whom, why and with what technologies (programming languages, etc.)? (We are looking for open source SOFTWARE submissions.)
  
 
===Timeline===
 
===Timeline===
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Provide a development timeline with a milestone each of the 11 weeks and any pre-work.
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Provide a development timeline with a milestone each of the 11 weeks and any pre-work. (A realistic timeline is critical to our selection process.)
  
 
{| class="wikitable"
 
{| class="wikitable"
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| Mar 30 || Proposal complete, Submitted to https://summerofcode.withgoogle.com
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| Mar 29 || Applications open, Students register with GSoC, work on proposal with mentors
 
|-
 
|-
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| Apr 27 || Proposal accepted or rejected
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| Apr 13 || Proposal complete, Submitted to https://summerofcode.withgoogle.com
 
|-
 
|-
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| May 18 || Pre-work complete, Coding officially begins!
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| May 17 || Proposal accepted or rejected
 
|-
 
|-
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| May 25 || Milestone #1, Introductory YouTube video
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| Jun 07 || Pre-work complete, Coding officially begins!
 
|-
 
|-
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| June 1 || Milestone #2
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| Jun 17 || Milestone #1, Introductory YouTube video
 
|-
 
|-
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| June 8 || Milestone #3
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| June 24 || Milestone #2
 
|-
 
|-
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| June 15 18:00 UTC || Milestone #4, Mentors and students can begin submitting Phase 1 evaluations
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| June 30 || Milestone #3
 
|-
 
|-
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| June 19 18:00 UTC || Phase 1 Evaluation deadline
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| July 12 18:00 UTC || Milestone #4, Mentors and students can begin submitting Phase 1 evaluations
 
|-
 
|-
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| June 22 || Milestone #5
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| July 16 18:00 UTC || Phase 1 Evaluation deadline
 
|-
 
|-
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| June 29 || Milestone #6
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| July 23 || Milestone #5
 
|-
 
|-
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| July 6 || Milestone #7
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| July 30 || Milestone #6
 
|-
 
|-
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| July 13 18:00 UTC || Milestone #8, Mentors and students can begin submitting Phase 2 evaluations
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| Aug 06 || Milestone #7
 
|-
 
|-
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| July 17 18:00 UTC || Phase 2 Evaluation deadline
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| August 10 || Milestone #8, Completion YouTube video
 
|-
 
|-
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| July 20 || Milestone #9
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| August 16 - 26 18:00 UTC || Final week: Students submit their final work product and their final mentor evaluation
 
|-
 
|-
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| July 27 || Milestone #10
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| August 23 - 30 18:00 UTC || Mentors submit final student evaluations
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|-
 
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| August 3 || Milestone #11, Completion YouTube video
 
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|-
 
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| August 10 - 17 18:00 UTC || Final week: Students submit their final work product and their final mentor evaluation
 
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|-
 
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| August 17 - 24 18:00 UTC || Mentors submit final student evaluations
 
 
|}
 
|}
  
 
===Experience and approach===
 
===Experience and approach===
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I have good understanding of C,C++,Opengl and Python.I  have experience working with various Develeopment Boards like a variety of Arduino,STM and Teensy boards and SBC's like Beaglebone Black,Raspberry Pi and BalenFin.<br>
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In 5-15 sentences, convince us you will be able to successfully complete your project in the timeline you have described.
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I have been consistently taking part in all the contests on [https://www.hackster.io/ Hackster.io] and had also won a prize in the Deep Learning Superhero Challenge there for my work on [https://www.hackster.io/366411/human-count-3d3e30 Making a People Counter] using the OPENVINO Toolkit.I have also been a part of the [https://innovate.mygov.in/swadeshi-microprocessor-challenge/ Swadeshi Microprocessor Challenge],where my team has entered the semi-finals for making an [https://drive.google.com/file/d/1cUXsZgCFhaSb163hZCSgGZFxTxJB8953/view?usp=sharing FPGA accelerated remote vital stats monitoring device] to measure SPO2, ECG and pulse rate using a technology called remote-Plethysmography. The video for the same can be found [https://drive.google.com/file/d/1ZFUKZiWzTqZkLpZXuWrf6fAWsixUILbz/view here].<br>
 
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I have prior experience working under mentors in technical teams of my college. DJS Arya,the team I am a part of designs,manufactures and fabricates a canister size satellite for the [http://cansatcompetition.com/ Cansat Competetion],where I am responsible for the entire sensor subsystem integration,writing flight software code and data telemetry using the zigbee protocol.<br>
 
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In accordance with the project I had implemented a few GLSL sample programs on the Raspberry Pi 4.The documentation can be found [https://docs.google.com/document/d/1EdPm3CJwF-mw2t6qzoCcGpCXi0hWQZkA6ZBNzK8NA-Q/edit here].<br>
 
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I have thoroughly gone through [https://openglbook.com/the-book.html TheOpenGLbook],[https://www.oreilly.com/library/view/deep-learning-for/9781788295628/ Deep Learning for Computer Vision] and documentation from the Khronos Group which provided me invaluable clarity towards the project.<br>
 
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Hence,I am confident that I will be able to complete the project in the stipulated time.
 
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===Contingency===
 
===Contingency===
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My belief has always been to ask my mentors only after giving my best towards that respective task and is definitely the way to go in open source.I have been religiously been making notes from all the resources I encounter and based on the discussions with the mentor on irc,which will also help me connect dots and help me figure my way out in any such situation.<br>
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What will you do if you get stuck on your project and your mentor isn’t around?
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However in a case where I am out of resources and my mentor isn't around I will divert my focus towards documentation or towards a part of the project that is not correlated to the part I am stuck with.<br>
 
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In such a case few references i would like to refer are:<br>
 
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1)[https://www.oreilly.com/library/view/deep-learning-for/9781788295628/ Deep Learning for Computer Vision]<br>
 
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2)[https://deeplizard.com/ DEEPLIZARD]<br>
 
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3)[https://thebookofshaders.com/ The Book of Shaders]<br>
 
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4)Research papers in Hardware acceleration,Computer Vision and Deep Learning domain pertaining to the scope of the project.<br>
 
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===Benefit===
 
===Benefit===
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<!-- If successfully completed, what will its impact be on the BeagleBoard.org community? Include quotes from BeagleBoard.org community members who can be found on http://beagleboard.org/discuss and http://bbb.io/gsocchat. -->
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If successfully completed, what will its impact be on the BeagleBoard.org community? Include quotes from BeagleBoard.org community members who can be found on http://beagleboard.org/discuss and http://bbb.io/gsocchat.
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Once completed the graphic card on the BeageBone AI will be utilized by hardware acceleration to allow quicker, higher-quality playback of videos and games.It will also provide better computation for performimg mathematical and sceintific calculations enabling complete utilization of the computational power of the BeagleBone AI. Hence the BeagleBone AI will have higher optimisation and power effeciency.<br>
 
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It is somewhat of a new area for the Beagle stuff. On the Beagle, the processors have many hetrogenous cores. The goal of GLES GPGPU is to provide an offload (and maybe acceleration) for the main Cortex-A8.... being a new area - I think 2 aspects needs to be explored: timing - how bad/good is it and examples of how to do it (say, 2d conv, 1d conv, matrix mult, etc)<br>
 
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-Hunyue Yau aka ds2<br>
 
  
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The idea is to try and run a version of yolo on one of the bb devices, preferably bbai, and look out for optimising computation and achieving higher fps.<br>
 
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-Saketha Ramanujam S.S. aka sakethr98<br>
 
 
==Misc==
 
==Misc==
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I have completed the requirements stated in the ideas page,the cross compilation task can be found [https://github.com/Yadnik1/gsoc-application/tree/myapp/ExampleEntryJasonKridner here] and the created the pull request can be found [https://github.com/jadonk/gsoc-application/pull/150 here]
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Please complete the requirements listed on the [[BeagleBoard/GSoC/Ideas#General_requirements|ideas page]]. Provide link to pull request.
  
 
===Suggestions===
 
===Suggestions===
 
Is there anything else we should have asked you?
 
Is there anything else we should have asked you?

Revision as of 09:00, 7 April 2021


ProposalTemplate

{{#ev:youtube|Jl3sUq2WwcY||right|BeagleLogic}} About Student: new student
Mentors: Jason Kridner
Code: https://github.com/deebot/Beaglebone-BidirectionBus
Wiki: http://elinux.org/BeagleBoard/GSoC/ProposalTemplate
GSoC: GSoC entry

Status

This project is currently just a proposal.

Proposal

Please complete the requirements listed on the ideas page and fill out this template.

About you

IRC: Freenode IRC nickname
Github: Github account
School: School name
Country: Country
Primary language (We have mentors who speak multiple languages): Language
Typical work hours (We have mentors in various time zones): 8AM-5PM US Eastern
Previous GSoC participation: Tell us why you want to participate in GSoC here. Also, provide list of URLs for any previous GSoC participation with any organizations.

About your project

Project name: Super Awesome Project

Description

In 10-20 sentences, what are you making, for whom, why and with what technologies (programming languages, etc.)? (We are looking for open source SOFTWARE submissions.)

Timeline

Provide a development timeline with a milestone each of the 11 weeks and any pre-work. (A realistic timeline is critical to our selection process.)

Mar 29 Applications open, Students register with GSoC, work on proposal with mentors
Apr 13 Proposal complete, Submitted to https://summerofcode.withgoogle.com
May 17 Proposal accepted or rejected
Jun 07 Pre-work complete, Coding officially begins!
Jun 17 Milestone #1, Introductory YouTube video
June 24 Milestone #2
June 30 Milestone #3
July 12 18:00 UTC Milestone #4, Mentors and students can begin submitting Phase 1 evaluations
July 16 18:00 UTC Phase 1 Evaluation deadline
July 23 Milestone #5
July 30 Milestone #6
Aug 06 Milestone #7
August 10 Milestone #8, Completion YouTube video
August 16 - 26 18:00 UTC Final week: Students submit their final work product and their final mentor evaluation
August 23 - 30 18:00 UTC Mentors submit final student evaluations

Experience and approach

In 5-15 sentences, convince us you will be able to successfully complete your project in the timeline you have described.

Contingency

What will you do if you get stuck on your project and your mentor isn’t around?

Benefit

If successfully completed, what will its impact be on the BeagleBoard.org community? Include quotes from BeagleBoard.org community members who can be found on http://beagleboard.org/discuss and http://bbb.io/gsocchat.

Misc

Please complete the requirements listed on the ideas page. Provide link to pull request.

Suggestions

Is there anything else we should have asked you?

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