temporal-shift-module | ICCV 2019 ] TSM : Temporal Shift Module | Video Utils library

 by   mit-han-lab Python Version: Current License: MIT

kandi X-RAY | temporal-shift-module Summary

kandi X-RAY | temporal-shift-module Summary

temporal-shift-module is a Python library typically used in Telecommunications, Media, Media, Entertainment, Video, Video Utils, Deep Learning, Pytorch applications. temporal-shift-module has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. However temporal-shift-module build file is not available. You can download it from GitHub.

We release the PyTorch code of the Temporal Shift Module.
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            kandi-support Support

              temporal-shift-module has a medium active ecosystem.
              It has 1902 star(s) with 417 fork(s). There are 42 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 91 open issues and 125 have been closed. On average issues are closed in 61 days. There are 6 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of temporal-shift-module is current.

            kandi-Quality Quality

              temporal-shift-module has 0 bugs and 140 code smells.

            kandi-Security Security

              temporal-shift-module has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              temporal-shift-module code analysis shows 0 unresolved vulnerabilities.
              There are 10 security hotspots that need review.

            kandi-License License

              temporal-shift-module is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              temporal-shift-module releases are not available. You will need to build from source code and install.
              temporal-shift-module has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              temporal-shift-module saves you 1765 person hours of effort in developing the same functionality from scratch.
              It has 3905 lines of code, 175 functions and 25 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed temporal-shift-module and discovered the below as its top functions. This is intended to give you an instant insight into temporal-shift-module implemented functionality, and help decide if they suit your requirements.
            • Prepare base model
            • Builds a set of temporal shifts
            • Create a BNInception model
            • Construct a MobileV2 model
            • Main function that runs the camera
            • Transform frame
            • Process the output of a frame
            • Returns a torch executor
            • This function runs the camera
            • Train model
            • Train the TSN module
            • Exports inputs to quantize
            • Adjust the learning rate
            • Make a temporal pooling
            • Check if root folder exists
            • Parse the list of video records
            • Create a torch transform
            • Perform the forward transformation
            • Compute the accuracy of the target
            • Gets an augmentation transformation
            • Create a model instance from a pretrained model
            • Validate the given model
            • Process vid2 images
            • Import weights from TensorV
            • Process the output of the current frame
            • Perform the forward computation
            • Returns a list of optimized optim policies
            Get all kandi verified functions for this library.

            temporal-shift-module Key Features

            No Key Features are available at this moment for temporal-shift-module.

            temporal-shift-module Examples and Code Snippets

            使用
            Pythondot img1Lines of Code : 21dot img1License : Permissive (Apache-2.0)
            copy iconCopy
            $ export CUDA_VISIBLE_DEVICES=1
            $ export PYTHONPATH=.
            
            # 训练UCF101
            # 单GPU
            $ python tools/train.py --config_file=configs/tsm_resnet50_ucf101_rgb.yaml
            # 多GPU
            $ python tools/train.py \
            --config_file=configs/tsm_resnet50_ucf101_rgb.yaml \
            --eval_step=1000  
            Temporal-Shift-Module
            Pythondot img2Lines of Code : 1dot img2no licencesLicense : No License
            copy iconCopy
            from tsm_util as tsm
              
            安装
            Pythondot img3Lines of Code : 1dot img3License : Permissive (Apache-2.0)
            copy iconCopy
            $ pip install -r requirements.txt
              

            Community Discussions

            QUESTION

            Download only instagram videos with instaloader
            Asked 2022-Mar-29 at 15:57

            This code is working for downloading all photos and videos

            ...

            ANSWER

            Answered 2022-Feb-19 at 06:17

            QUESTION

            How to disable HTML Video Player playback speed / three dots
            Asked 2022-Mar-25 at 16:32

            I don't want to show playback speed in my video, is there any controls or controlList properties to disable that option like controls disablepictureinpicture controlslist="nodownload"

            ...

            ANSWER

            Answered 2021-Sep-08 at 10:36

            According to the docs only three options are available (nodownload, nofullscreen, and noremoteplayback) and none seems to do what you want.
            And you can't style the browser's default control set, but you can use the (JavaScript) Media API to build your own control set which of course you can style in any way that you like. See this CodePen.

            Source https://stackoverflow.com/questions/69100753

            QUESTION

            Calculate average pixel intensity for each frame of tif movie
            Asked 2022-Feb-18 at 23:25

            I imported a tif movie into python which has the dimensions (150,512,512). I would like to calculate the mean pixel intensity for each of the 150 frames and then plot it over time. I could figure out how to calculate the mean intensity over the whole stack (see below), but I am struggling to calculate it for each frame individually.

            ...

            ANSWER

            Answered 2022-Feb-18 at 23:25

            You could slice the matrix and obtain the mean for each frame like below

            Source https://stackoverflow.com/questions/71180335

            QUESTION

            FFMPEG metadata not work with segment format
            Asked 2022-Feb-11 at 10:03

            I'm trying to add rotation metadata to the video recorded from RTSP stream. All works fine until I try to run recording with segment format. My command looks like this:

            ...

            ANSWER

            Answered 2022-Feb-11 at 10:03

            I found out it has been resolved in

            https://git.videolan.org/?p=ffmpeg.git;a=commitdiff;h=a74428921f8bfb33cbe0340bfd810b6945e432d2#patch1

            and it works fine in ffmpeg 5.0. You can also apply this patch to 4.4.

            Source https://stackoverflow.com/questions/71020015

            QUESTION

            jQuery. Pause video with timeout
            Asked 2022-Feb-04 at 20:36

            I have several videos on my site that have the same class.

            I want to play only one video when hovering over it. As soon as I removed the hover, the video was paused with a delay of 1 second.

            I learned how to start a video and pause it. But as soon as I add setTimeout I get an error: Uncaught TypeError: Cannot read properties of undefined (reading 'pause')

            Below I am attaching the html code of my solution:

            ...

            ANSWER

            Answered 2022-Feb-04 at 20:36

            The issue is because this in the setTimeout() function handler refers to that function, not to the element reference provided in the invocation of the outer hoverVideo() or hideVideo() functions.

            To fix this issue create a variable in the outer scope to retain the reference to this which you use within the setTimeout():

            Source https://stackoverflow.com/questions/70992387

            QUESTION

            FFmpeg : How to apply a filter on custom frames and place output of them between mainframes
            Asked 2022-Feb-04 at 10:13

            I have an interlaced video stream and need apply a filter (any filter that takes two frames as input , for example tblend or lut2) on custom video frames and place output of them between mainframes like this :

            ...

            ANSWER

            Answered 2022-Feb-04 at 10:13

            You may chain tblend, interleave and setpts filters, while the two inputs to interleave filter are the output of tblend and the original video:

            Example (assuming input framerate is 25Hz):

            Source https://stackoverflow.com/questions/70936689

            QUESTION

            Javascript: frame precise video stop
            Asked 2022-Jan-28 at 14:55

            I would like to be able to robustly stop a video when the video arrives on some specified frames in order to do oral presentations based on videos made with Blender, Manim...

            I'm aware of this question, but the problem is that the video does not stops exactly at the good frame. Sometimes it continues forward for one frame and when I force it to come back to the initial frame we see the video going backward, which is weird. Even worse, if the next frame is completely different (different background...) this will be very visible.

            To illustrate my issues, I created a demo project here (just click "next" and see that when the video stops, sometimes it goes backward). The full code is here.

            The important part of the code I'm using is:

            ...

            ANSWER

            Answered 2022-Jan-21 at 19:18

            The video has frame rate of 25fps, and not 24fps:

            After putting the correct value it works ok: demo
            The VideoFrame api heavily relies on FPS provided by you. You can find FPS of your videos offline and send as metadata along with stop frames from server.

            The site videoplayer.handmadeproductions.de uses window.requestAnimationFrame() to get the callback.

            There is a new better alternative to requestAnimationFrame. The requestVideoFrameCallback(), allows us to do per-video-frame operations on video.
            The same functionality, you domed in OP, can be achieved like this:

            Source https://stackoverflow.com/questions/70613008

            QUESTION

            How to extract available video resolutions from Facebook video URL?
            Asked 2022-Jan-26 at 12:11

            In my Facebook Video Downloader android application i want to show video resolutions like SD, HD with size. Currently i am using InputStreamReader and Pattern.compile method to find SD and HD URL of video. This method rarely gets me HD link of videos and provides only SD URL which can be downloaded.

            Below is my code of link parsing

            ...

            ANSWER

            Answered 2022-Jan-26 at 12:11

            Found a solution for this so posting as answer.

            This can be done by extracting Page Source of a webpage and then parsing that XML and fetching list of BASE URLs.

            Steps as follow:

            1- Load that specific video URL in Webview and get Page Source inside onPageFinished

            Source https://stackoverflow.com/questions/70782618

            QUESTION

            Why doesn't `width:100%; height:100%; object-fit: contain;` make a fit its container?
            Asked 2022-Jan-21 at 00:57

            So I have a page with a grid layout, with a header and a footer and a black content container in the middle.

            ...

            ANSWER

            Answered 2022-Jan-21 at 00:57
            1fr

            The first thing you need to know is that 1fr is equivalent to minmax(auto, 1fr), meaning that the container won't be smaller than its content, by default.

            So, start by replacing 1fr with minmax(0, 1fr). That will solve the overflow problem.

            Source https://stackoverflow.com/questions/70795059

            QUESTION

            Inconsistent frame number with ffmpeg
            Asked 2022-Jan-16 at 00:46

            I'm having regularly issue with hvc1 videos getting an inconsistent number of frames between ffprobe info and FFmpeg info, and I would like to know what could be the reason for this issue and how if it's possible to solve it without re-encoding the video.

            I wrote the following sample script with a test video I have

            I split the video into 5-sec segments and I get ffprobe giving the expected video length but FFmpeg gave 3 frames less than expected on every segment but the first one.

            The issue is exactly the same if I split by 10 seconds or any split, I always lose 3 frames.

            I noted that the first segment is always 3 frames smaller (on ffprobe) than the other ones and it's the only consistent one.

            Here is an example script I wrote to test this issue :

            ...

            ANSWER

            Answered 2022-Jan-11 at 22:08

            The source of the differences is that FFprobe counts the discarded packets, and FFmpeg doesn't count the discarded packets as frames.

            Your results are consistent with video stream that is created with 3 B-Frames (3 consecutive B-Frames for every P-Frame or I-Frame).

            According to Wikipedia:

            I‑frames are the least compressible but don't require other video frames to decode.
            P‑frames can use data from previous frames to decompress and are more compressible than I‑frames.
            B‑frames can use both previous and forward frames for data reference to get the highest amount of data compression.

            When splitting a video with P-Frame and B-Frame into segments without re-encoding, the dependency chain breaks.

            • There are (almost) always frames that depends upon frames from the previous segment or the next segment.
            • The above frames are kept, but the matching packets are marked as "discarded" (marked with AV_PKT_FLAG_DISCARD flag).

            For the purpose of working on the same dataset, we my build synthetic video (to be used as input).

            Building synthetic video with the following command:

            Source https://stackoverflow.com/questions/70578206

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install temporal-shift-module

            You can download it from GitHub.
            You can use temporal-shift-module like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            gh repo clone mit-han-lab/temporal-shift-module

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            git@github.com:mit-han-lab/temporal-shift-module.git

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