video-caption | this package contains the codes for the following paper | Machine Learning library
kandi X-RAY | video-caption Summary
kandi X-RAY | video-caption Summary
this package contains the codes for the following paper:. the codes are forked from arctic-capgen-vid. #####we illustrate the running details, which can also be found in their repo. (we make a little change). note: due to the fact that video captioning research has gradually converged to using coco-caption as the standard toolbox for evaluation. we intergrate this into this package. in the paper, however, a different tokenization methods was used, and the results from this package is not strictly comparable with the one reported in the paper. #####please follow the instructions below to run this package. #####notes on running experiments running train_model.py for the first time takes much longer since theano needs to compile for the first time lots of things and cache on disk for the future runs. you will probably see some warning messages on stdout. it is safe to ignore all of them. both model parameters and configurations are saved (the saving path
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- Train the LSTM model .
- Prepare video features .
- Generate a model .
- Generate samples using GPU .
- Compute scores for the given set of images .
- Concatenate a list of tensors .
- Test for cocoscorer
- Load data .
- Adam s Adam algorithm .
- Compute the score for a given model .
video-caption Key Features
video-caption Examples and Code Snippets
Community Discussions
Trending Discussions on video-caption
QUESTION
I am using following endpoint to fetch posts
https://api.linkedin.com/v2/ugcPosts?q=authors&authors[0]=urn:li:organization:XXXX&count=100&start=0
...ANSWER
Answered 2019-Oct-15 at 19:29Using projection helped to solve this issue
QUESTION
I am working on a full-screen Bootstrap 4 carousel. The slides contain not images, but videos and captions.
My intention is to lay the captions of the slides at the left and right of the active slide, over the slider controls, to give the impression that the captions are used as controls. An illustration of the desired effect can be seen below:
To achieve my goal, I have written the following code:
...ANSWER
Answered 2018-Jun-18 at 12:54If you want to ads caption of right and left slide as controls of slider you can copy content of captions of left and right slides to left and right controls using jquery see code below i have added some css for display content properly, you can add your css
QUESTION
I'm currently working on video-captioning (frame-sequence to natural language). I recently started using tf.data.Dataset class instead of feed_dict argument in tensorflow.
My goal is to feed this frames to a pretrained CNN (inceptionv3), extract the feature vector and then feed it to my RNN seq2seq network.
I've got a problem of tensorflow types after mapping my Dataset with the inception model: the dataset is then totally unusable, neither via dataset.batch() or dataset.take(). I can't even make a one shot iterator !
Here is how I proceed to build my Dataset:
Step 1: I first extract the same number of frames for every videos. I store all of it into a numpy array. Its shape is (nb_videos, nb_frames, width, height, channels) Note that in this dataset, every video has the same size and has 3 color channels.
Step 2: Then I create a tf.data.Dataset object using this big numpy array Note that printing this dataset via python gives: With n_videos=2; width=240; height=320; channels=3 I already don't understand what "DataAdapter" stands for At this point; I can create a one shot iterator but using dataset.batch(1) returns: I don't understand why "?" and not "1" shape..
Step 3: I use the map function on dataset to resize all the frames of all the videos to 299*299*3 (required to use InceptionV3) At this point, I can use the data in my dataset and make a one shot iterator.
Step 4: I use the map function again to extract every features using InceptionV3 pretrained model. The problem occurs at this point: Printing the dataset gives: Ok looks good However, it's now impossible to make a one shot iterator for this dataset
Step1 :
...ANSWER
Answered 2019-Aug-01 at 08:41You're using the pipelines wrong.
The idea of tf.data
is to provide input pipelines to a model, not to contain the model itself. What you're trying to do it fit the model as a step of the pipeline (your step 4), but, as the error shows, this won't work.
What you should do instead is build the model as you are doing and then call model.predict
on the input data, to obtain the features you want (as computed values). If you want to add further computation, add it in the model, since the predict
call will run the model and return the values of the output layers.
Side note: image_features_extract_model = tf.keras.Model(new_input, hidden_layer)
is completely irrelevant, given the choice you made for input and output tensors: the input is image_model
's input and the output is image_model
's output, so image_features_extract_model
is identical to image_model
.
The final code should be:
QUESTION
i'm using plyr.js
https://github.com/sampotts/plyr
Problem: i'm unable to change the video source and play each video
below is how setup:
...ANSWER
Answered 2018-Nov-11 at 18:44You could set .source
attribute directly, this allows changing the player source and type on the fly.
Here is a full demo showing how to change the video dynamically, you could do the same thing with sound player. below is a snippet how to do it:
QUESTION
I am working on a full-screen Bootstrap 4 carousel. The slides contain not images, but videos and captions.
On mobile phones, I want the videos to take up the entire height of the screen and stay centered on portrait oriented, hand held devices.
...ANSWER
Answered 2018-Jun-21 at 13:29I have updated your portrait media query style.
QUESTION
I am working on a full-screen Bootstrap 4 carousel. The slides contain not images, but videos and captions.
I have the captions of the previous and next slides as controls, instead of the "classic" arrows.
For this purpose I have put together some custom CSS and jQuery.
My script does not work right: the content of the right side control is not the caption of next slide; the content of the left side control is not the caption of previous slide.
...ANSWER
Answered 2018-Jun-10 at 22:13There are two issues on your JavaScript:
- If you are on the first slide,
prev()
will not find an item. Same goes for the last slide, where you will not find anext()
item. - It seems that at the time of triggering the onclick event, the slide with the class .active is not the new/upcoming slide which you expected, instead its still the old one, which was active right before you click on the next/prev elements.
See my Snippet Example, where I only edited JavaScript of your above version: I use 2 if conditions to handle first and last element. I also used the event which is triggered by bootstrap carousel on its own instead of your custom click event to have the correct active item.
QUESTION
I am working on a full-screen Bootstrap 4 carousel. The slides contain not images, but videos and captions.
It came out nice but it does have a bug: since all slides but the active one have display: none
(a Bootstrap 4 default), the centering of the captions within the slides is delayed, as you can see below.
ANSWER
Answered 2018-Jun-10 at 19:24Try adding the CSS rules:
QUESTION
I'm at the end of my rope with a certain issue of my videos not playing on my iPhone 6 browsers (Safari and Chrome) and certain ipads. It works great on desktop browsers, Android Chrome and even my iPad mini in Safari. I've researched this for a while now, including Stack Overflow but everything I've tried still doesn't play the video on my iPhone (only shows the initial frame image). Here is my video test page where I'm making edits, my code below and what I've tried to fix it based on research:
...ANSWER
Answered 2017-Aug-25 at 21:14New Answer (working) :
Well I somehow missed this one little detail "only shows the initial frame image". I've misread the Question as "video does not even try to work" (because it can happen with some models/brands vs H.264 codec).
Acoording to this blog aticle : html5 Video Autoplay on iOS and Android...
Your code should look like (also use low-res MP4 version) :
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Install video-caption
You can use video-caption 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.
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