YoloV4
runaway opened this issue · 36 comments
runaway commented
Can the project support YoloV4 training?
sowson commented
Not yet...
maitheen commented
Do you have OpenCL code for Yolo4
sowson commented
I am working on this but not wanted to share it just yet. Thanks!
maitheen commented
Dear Sowson,
Thank you so much for your reply.
This is Maitheen Farmannulla and I’m an international student in National
Cheng Kung University, Taiwan.
Right now, I’m pursuing my master's in Computer Science and Information
Engineering.
My project is about YOLO v4 and I have to implement it in our Computer
Architecture and System Laboratory, Graphics Processing Unit.
My senior implemented the YOLO v3 in our laboratory GPU and he used your
link to implement it. https://github.com/sowson/darknet.
My senior referred your link to me. That’s why I asked you about YOLO v4
OpenCL.
As an international student, I need to complete my master's within two
years and this is my final year, so I have to complete my project as soon
as possible. If I have the OpenCL code for YOLO v4 I can able to implement
it in my lab GPU. I humbly request you to help me with this.
Thank you.
…On Tue, Sep 22, 2020 at 5:57 PM Piotr Sowa ***@***.***> wrote:
I am working on this but not wanted to share it just yet. Thanks!
—
You are receiving this because you commented.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66WSYZGAZ5AHSMHHS7TSHBYHDANCNFSM4PWLSLGA>
.
sowson commented
I committed the version with YOLO4 experimental support, not all are working yet, I am deep dive into issues. The issue was to separate YOLO4 from previous work parts. So pls use an [yolo4] instead of [yolo] in YOLO4 CFG files. And all pull requests are welcome if you find issues. It is difficult to time for me to make it better. The last thing in the project "cfg" folder is ready to reuse models.
Thanks!
maitheen commented
Dear Sowson,
Firstly, I would like to thank you with my whole heart and
I am so happy that you have given your importance to me regarding this YOLO
v4.
I am really blessed to see such a renowned scientist like you.
You have become my life's turning point.
I will never forget you in my entire life and you mean a lot to me.
I always expect positive gestures and reply from your side.
Once again, thank you for helping me with my thesis.
Thank you.
…On Mon, Sep 28, 2020 at 4:31 PM Piotr Sowa ***@***.***> wrote:
Hello @runaway <https://github.com/runaway> @maitheen
<https://github.com/maitheen>,
I committed the version with YOLO4 experimental support, not all are
working yet, I am deep dive into issues. The issue was to separate YOLO4
from previous work parts. So pls use an [yolo4] instead of [yolo] in YOLO4
CFG files. And all pull requests are welcome if you find issues. It is
difficult to time for me to make it better. The last thing in the project
"cfg" folder is ready to reuse models.
Thanks!
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66QFTYYENYSAH4F7A7DSIBCWXANCNFSM4PWLSLGA>
.
sowson commented
@maitheen I am not so smart, but anyway happy to read what you wrote. Anyway, I have still a stability issue. Pls wait few more days or use CPU only flags till I stabilize the training process of YOLO4 in OpenCL. Thanks!
sowson commented
@maitheen I have an interesting idea for your master thesis, pls use the YOLO3 model, but replace inside [yolo] to [yolo4] it will be an interesting change, also you may change activation functions to MISH, that should be super stable for training, so you will not use a full YOLO4 but some elements of this model... works for you? :-).
maitheen commented
Dear Sowson,
Thank you so much for your motivation and it's happy to hear that you have
completed YOLO v4.
I'll start my work, if any doubts arise I'll let you know and please be
there for me in all aspects.
Thank You.
…On Fri, Oct 2, 2020 at 4:50 AM Piotr Sowa ***@***.***> wrote:
@maitheen <https://github.com/maitheen> I finished YOLO4 elements port
for now... Good Luck!
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66X452J56EUNMBDH3A3SITTRFANCNFSM4PWLSLGA>
.
sowson commented
:D all solved! :D... training too... :D. In this picture, I used official yolov4.weights from the YOLO4 project :D.
And above it is a training that progressing super awesome on my https://github.com/sowson/clBLAS modified with multi-GPU support on macOS :D.
maitheen commented
[image: Screenshot from 2020-10-05 19-29-52.png]
Dear Sowson,
From the morning I'm trying to resolve the error, but I can't I don't know
whether it is my mistake in the installation or some coding error.
Could you please clarify it.
Thank you
…On Sat, Oct 3, 2020 at 3:02 PM Mailtrack Reminder ***@***.***> wrote:
⚠️ Your email to
***@***.*** has not
been opened yet. Snooze for 24H
***@***.***>
or 48H
***@***.***>
(disable
***@***.***>)
maitheen commented
Dear Sowson,
Please check through this link.
Thank you.
https://drive.google.com/drive/folders/1aKt8ANSkJpchgJppHepsN68YgAzwc9wK?usp=sharing
…On Mon, Oct 5, 2020 at 7:55 PM Piotr Sowa ***@***.***> wrote:
Hey, @maitheen <https://github.com/maitheen> I cannot see your screenshot.
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66W6TQUR3GOO3ZARQWDSJGX2BANCNFSM4PWLSLGA>
.
sowson commented
are you unable to read? :p
maitheen commented
What do you mean, I did not understand could you please tell briefly.
…On Mon, Oct 5, 2020 at 8:32 PM Piotr Sowa ***@***.***> wrote:
are you unable to read? :p
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66WSCL7N7ZN3H5GMSS3SJG4EFANCNFSM4PWLSLGA>
.
sowson commented
read what error said!
maitheen commented
I read the error, I already installed OpenCV-2.4.13.5.
But I don't know why the error occurred.
…On Mon, Oct 5, 2020 at 8:37 PM Piotr Sowa ***@***.***> wrote:
read what error said!
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66TC3NXQBE5R4X33O5TSJG4YJANCNFSM4PWLSLGA>
.
sowson commented
Are you sure? devel version (headers and other things)? is it ubuntu?
sowson commented
In ubuntu name of the correct package is: libopencv-dev
sowson commented
btw, what gpu(s) you have? wonder how fast drivers in ubuntu work? pls help on that to me... I tried 18.04 and drivers for Radeon VII gpus were very very slow
maitheen commented
yes, I'm sure and it is ubuntu.
you can also check the link, I have attached the screenshot in that you can
see the OpenCV which I installed.
https://drive.google.com/drive/folders/1aKt8ANSkJpchgJppHepsN68YgAzwc9wK?usp=sharing
…On Mon, Oct 5, 2020 at 9:48 PM Piotr Sowa ***@***.***> wrote:
Are you sure? devel version (headers and other things)? is it ubuntu?
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66VKJMPJPYQTYF4GXFTSJHFENANCNFSM4PWLSLGA>
.
sowson commented
hmm... why you do not use?: sudo apt install libopencv-dev
sowson commented
same for libomp-dev etc...
sowson commented
and regarding GPU(s) what you have?
maitheen commented
Till now I'm using my CPU to run the OpenCL, In my CPU I don't have any GPU
once I achieved the results on my computer.
Then I will use Nvidia GPU.
The below image is the GPU which I'm going to use.
[image: GPU NAME.png]
On Mon, Oct 5, 2020 at 9:59 PM Maitheen Farmannulla <
maitheenonchat@gmail.com> wrote:
… yes, I'm sure and it is ubuntu.
you can also check the link, I have attached the screenshot in that you
can see the OpenCV which I installed.
https://drive.google.com/drive/folders/1aKt8ANSkJpchgJppHepsN68YgAzwc9wK?usp=sharing
On Mon, Oct 5, 2020 at 9:48 PM Piotr Sowa ***@***.***>
wrote:
> Are you sure? devel version (headers and other things)? is it ubuntu?
>
> —
> You are receiving this because you were mentioned.
> Reply to this email directly, view it on GitHub
> <#29 (comment)>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AOCY66VKJMPJPYQTYF4GXFTSJHFENANCNFSM4PWLSLGA>
> .
>
maitheen commented
I already did sudo apt install libopencv-dev, but it's not working.
you can also see that in the below image and also I have attached in the
google drive link.
[image: sudo.png]
On Mon, Oct 5, 2020 at 10:19 PM Maitheen Farmannulla <
maitheenonchat@gmail.com> wrote:
… Till now I'm using my CPU to run the OpenCL, In my CPU I don't have any
GPU once I achieved the results on my computer.
Then I will use Nvidia GPU.
The below image is the GPU which I'm going to use.
[image: GPU NAME.png]
On Mon, Oct 5, 2020 at 9:59 PM Maitheen Farmannulla <
***@***.***> wrote:
> yes, I'm sure and it is ubuntu.
> you can also check the link, I have attached the screenshot in that you
> can see the OpenCV which I installed.
>
>
> https://drive.google.com/drive/folders/1aKt8ANSkJpchgJppHepsN68YgAzwc9wK?usp=sharing
>
>
> On Mon, Oct 5, 2020 at 9:48 PM Piotr Sowa ***@***.***>
> wrote:
>
>> Are you sure? devel version (headers and other things)? is it ubuntu?
>>
>> —
>> You are receiving this because you were mentioned.
>> Reply to this email directly, view it on GitHub
>> <#29 (comment)>,
>> or unsubscribe
>> <https://github.com/notifications/unsubscribe-auth/AOCY66VKJMPJPYQTYF4GXFTSJHFENANCNFSM4PWLSLGA>
>> .
>>
>
sowson commented
you have to figure out how to use OpenCV v2 or v3 because v4 it is not supported...
maitheen commented
okay, I'll try tomorrow.
…On Mon, Oct 5, 2020 at 11:08 PM Piotr Sowa ***@***.***> wrote:
you have to figure out how to use OpenCV v2 or v3 because v4 it is not
supported...
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66WMZUGFBSF3PQ5YPRDSJHOO3ANCNFSM4PWLSLGA>
.
sowson commented
maitheen commented
[image: Tried to GPU .png]
While I tried to compile in my GPU, this error was occurring.
It shows the clBLas is missing.
You can see the error in the above image
…On Tue, Oct 6, 2020 at 1:04 PM Piotr Sowa ***@***.***> wrote:
Try this...
https://www.learnopencv.com/install-opencv-3-4-4-on-ubuntu-18-04/ :P
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66S2NC533HTUYQNWJ43SJKQNJANCNFSM4PWLSLGA>
.
sowson commented
use: sudo apt install libclblas-dev
if you have an multi GPU isse (not enable in Makefile! keep disabled!) use https://github.com/sowson/clBLAS and replace clBLAS..2.12.0.so
thx!
sowson commented
sorry but again cannot see image you added
maitheen commented
You can check the link to see the error.
https://drive.google.com/file/d/1SdqTofUQkNA0X10k6xk69UvEjZ60naei/view?usp=sharing
…On Tue, Oct 6, 2020 at 6:32 PM Piotr Sowa ***@***.***> wrote:
sorry but again cannot see image you added
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66WAUYCBS442LG52QUTSJLW4HANCNFSM4PWLSLGA>
.
maitheen commented
Okay, I'll try this now.
…On Tue, Oct 6, 2020 at 6:32 PM Piotr Sowa ***@***.***> wrote:
use: sudo apt install libclblas-dev
if you have an multi GPU isse (not enable in Makefile! keep disabled!) use
https://github.com/sowson/clBLAS and replace clBLAS..2.12.0.so
thx!
—
You are receiving this because you were mentioned.
Reply to this email directly, view it on GitHub
<#29 (comment)>, or
unsubscribe
<https://github.com/notifications/unsubscribe-auth/AOCY66WQ3CKKO4FTBB52OT3SJLW2ZANCNFSM4PWLSLGA>
.
sowson commented
I think nothing more needs to be added here. Thanks!