r3d | Modernized , CUDA-compatible version of https | GPU library
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kandi X-RAY | r3d Summary
Modernized, CUDA-compatible version of
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QUESTION
I am trying to use torchvision’s video classification models (R3D, R(2+1)D, MC18) but my data is single channel (grey scale video), and these model uses 3 channel input, in that case I am trying to override the stem class , can someone please confirm if what I am doing is correct?
For R3D18 and MC18stem=BasicStem
...ANSWER
Answered 2021-Jan-07 at 12:19When switching from RGB to gray, the most simple way to go is to change the DATA and not the model:
If you have an input frame with only one channel (gray), you can simply expand
the singleton channel dimension to span three channels. This is trivial and allows you to use pre-trained models as-is.
If you insist on modifying the model - you can do so while preserving most of the pre-trained weights:
QUESTION
I have the following ResNet 3D architecture that I got from github. It is the Keras implementation of R3D. This architecture is intended to train models on video classification
...ANSWER
Answered 2020-Sep-14 at 10:57To solve the problem, we need to cast every shape access to int.
Example :
residual.shape[CHANNEL_AXIS]
needs to be rewritten int(residual.shape[CHANNEL_AXIS])
The new version of the code is as follows :
QUESTION
Please note: I have only started coding with Python since very recently and am not very acquainted with phrasing, so I do not have any idea on whether this question is a duplicate or not.
I was trying to make my programme run quicker. Here is a portion of it:
...ANSWER
Answered 2020-Jun-27 at 17:08Use python's multiprocessing module and use multiple cores of your CPU.
QUESTION
I use Eigen library to covert matrix to quaternion, but when I turn one of the matrix to quaternion and burn it back, it turn out to be another matrix which is identity matrix. The rotation matrix I use was decomposed from a transform matrix.
...ANSWER
Answered 2017-May-11 at 08:34Just checked the implementation of Eigen's matrix to quaternion conversion. It is based on "Quaternion Calculus and Fast Animation", by Ken Shoemake.
And as one can see when analyzing the source, this assumes that the matrix is indeed a rotation matrix (or close to one). In fact all symmetric matrices with M.trace()>0
will result in a (scaled) identity quaternion. If you expect anything else for invalid rotation matrices, you need to implement your own conversion method.
QUESTION
I am currently changing my system in order to have a loading progress bar when I now submit my form.
In my old system, I had this form and this script to check if the file exists and is in the right format:
Index.php
...ANSWER
Answered 2019-Jan-26 at 16:13use this code, I've check it, it runs well. If you want to test the upload progress, In google browser's console, select network
→then select slow 3G here:
otherwise, you can't see the upload progress increase, you will see 100% in a flash unless you photo has a extremely big size.
user can't select non image file by adding accept
attribute to the input box accept="image/*"
, even if not using this attribute, the javascript will validate the file format by there code, you can add other types here if you need "(jpeg|png|bmp)":
QUESTION
At the end of the code, I'd like to output the name of the class (E1A, R4C, ...) rather than the number that represents the ID of the name in the timetable.
Is there a way of doing that, instead of having a bunch of if statements that give the variable a different string (getting it from the database maybe)?
Any help is appreciated!
The "..." mean there's code before/after.
...ANSWER
Answered 2018-Aug-28 at 21:15You should be able to use the name associated with the id in your $result as you are using a "select *" in your request, but it's only a guess because we can't know the column with what you gave us.
Did you try to do a var_dump of your results to see what you get?
QUESTION
i have written this code for An IOT project
JS code CSS code HTML code
...ANSWER
Answered 2018-Aug-27 at 13:30The problem here is what happens when you use a capital letter with data set and how the attributes is created.
QUESTION
I'm have a MySQL table where I store rows with a PartNumber field for inventory data from various companies. Companies have different ways of conveying the same PartNumber.
For example, say we have the PartNumber ROF-137-7516. This same part may have the following iterations of that PartNumber:
...ANSWER
Answered 2017-Jul-19 at 21:10If you want to handle this in SQL, here is one way with REPLACE()
:
QUESTION
i am practicing on making pretty links.
i have this page:
http://news.red-sec.net/article/26/This-is-a-title
it works perfectly, the original page for it is
article.php?id=26&title=This-is-a-title //sorry can't post more than 2 links according to stack overflow
Fortunately they both work the same.
I tried doing the same for user/usernamehere:
http://red-sec.net/user/badboy17 <-- the style of the page seems like it cut through half of it.
the original page is
user.php?u=badboy17 //sorry again (this page works as i want it to)
here is the code for the user.php page:
ANSWER
Answered 2017-Jan-20 at 07:36Assuming the css directory is in the root directory try this...
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