Scaling Application for video decoding using ffmpeg

I am building an application to read multiple IP camera streams (rtsp) and run different Machine Learning Algorithms over it in real time. For each camera stream,

  1. I spawn an ffmpeg process which continuously break the rtsp streams into frames and store them as images (JPEG). The streams use H.264 encoding. I am taking 1 frame every second as output.
  2. Message queues corresponding to models are given the message containing location of the file.
  3. Models keep on picking up the file and drawing inferences

The problem I am facing is the CPU usage by ffmpeg decoding process. For real time inference without any loss of frames, I have to beef up my server by a core for every 2 camera streams. Is there any optimization I am missing for ffmpeg?

I am using Intel Xeon Gold processor with Ubuntu 18.04 OS

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Trump who defends the confederate flag and  tweeted a video of a guy yelling “white power” thinks “Black Lives Matter” is a symbol of hate?

When Trump has a chance to attack Democrats he acts with speed and focus. But when he learned that Russia was offering bounties on US soldiers he ignored it, and even lobbied for Russia to rejoin the G8 (currently the G7).

 

This is a far bigger scandal than Benghazi but conservatives will ignore it because they are partisan traitors with hatred in their hearts. 

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PlayTube.ws, Streamtape.com, StreamZ, Dood.to etc and etc, but iam getting confusion to choose which one is best and good for video hosting and providing Downloading Option to the user and play video files in all Devices, getting confuse to chose the video hosting company,

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if iam going to create my own then i have to pay to much for script and server and i have to hair somebody to look my server, what is your best suggestion which one is best and long term and trusty to use it, i tried gounlimited also but their domain is blocked in india and many more countries may be, because they are saying they are older host since from 2016, but i can tell that there is old host like hxload from long time too since from 2016 which ignored dmca. really getting confusion to chose and continue doing business. if i trust one and keep uploading and die after 4 month then all the efforts will lost like vidload.net – died in some month after launched.

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How can i add video, audio, gallery post formats in my post?

**This is my index.php code **

<?php get_header(); ?>

    <!-- Top Stories Area -->
    <?php echo get_template_part( '/template-parts/latest-post-slider' ); ?>
    <!-- End Stories Area -->

    <!-- Start Post Silder Area -->
    <?php echo get_template_part( '/template-parts/banner-post-slider' ) ?>
    <!-- End Post Silder Area -->

    <!-- Start main body Area -->
    <div class="main-body section-gap">
        <div class="container box_1170">
            <div class="row">
                <div class="col-lg-8 post-list">
                    <!-- Start Post Area -->
                    <section <?php post_class( 'post-area' ) ?>>
                        <div class="row">
                            <?php 
                                $post_nav   = get_query_var( 'paged' );
                                $post_query = new WP_Query(array(
                                        'post_type'         => 'post',
                                        'posts_per_page'    => 6,
                                        'paged'             => $post_nav,
                                        'order'                         => 'DESC'
                                ));
                            ?>
                            <?php if( $post_query->have_posts() ) : ?>
                                <?php while( $post_query->have_posts() ) : $post_query->the_post(); ?>
                                    <?php echo get_template_part( '/template-parts/content' , get_post_format() ); ?>
                                <?php endwhile; ?>
                            <?php endif; wp_reset_postdata();?>
                            <!-- end main posts here -->
                            <div class="col-lg-12">
                                <?php 
                                    the_posts_pagination( array(
                                        'total'                         => $post_query->max_num_pages,
                                        'screen_reader_text'    => ' ',
                                        'next_text'                     => '<span class="lnr lnr-arrow-right"></span>',
                                        'prev_text'                     => '<span class="lnr lnr-arrow-left"></span>'
                                    ) );
                                    
                                ?>
                            </div>
                            <!-- end post pagination here -->
                        </div>
                    </section>
                    <!-- Start Post Area -->
                </div>
                
                <?php get_sidebar(); ?>
                <!-- sidebar end here -->
            </div>
        </div>
    </div>
    <!-- Start main body Area -->
    <?php get_footer(); ?>

**This is my content.php code **

<div class="col-lg-6 col-md-6">
  <div class="single-post-item">
    <div class="post-thumb">
      <?php if( has_post_thumbnail() ) : ?>
        <a href="<?php the_permalink(); ?>">
          <?php the_post_thumbnail(); ?>
        </a>
      <?php endif; ?>
    </div>
    <div class="post-details">
      <h4><a href="<?php the_permalink(); ?>"><?php the_title(); ?></a></h4>
      <?php wpautop( read_more( 30 ) ); ?>
      <div class="blog-meta">
        <a class="m-gap"><span class="lnr lnr-calendar-full"></span><?php echo get_the_date(); ?></a>
        <a class="m-gap"><span class="lnr lnr-bubble"></span><?php echo get_comments_number(); ?></span></a>
      </div>
    </div>
  </div>
</div>

[Video Contest] Phemex 🔷🔷🔷 1 Bitcoin (BTC) PRIZE AVAILABLE 🔷🔷🔷 – Cryptocurrencies Corner

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We are incredibly excited to announce a new Phemex Video Competition! 


The goal is for our users to create a video of any length about our products or services. 


There will be a total prize pool of up to 1 BTC or 10,000 USD. 


Duration of the competition is from 8th June 2020 to 10th August 2020.


Winners will be announced 7 days after the submission deadline finishes.

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1. You must upload your video to Youtube.com


2. You must include “Phemex” somewhere in the title.


3. You must tweet your video or link @phemex_official and 3 other traders that you follow.


4. You must include #PhemexVideoContest in your tweet


5. If you have a referral link, please include it in the description of your video. If you do not, create an account on Phemex.com and retrieve your referral link.


Please make sure you follow every single one of these rules for your submission to be fully considered.

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You can choose any of the following types of content to feature in your video:


1. Highlight a specific benefit of trading contracts on Phemex


2. Highlight a specific benefit of Zero-Fee Spot Trading on Phemex


3. Highlight the advantages of using Phemex when compared to other exchanges


4. Present any Phemex feature or service with a live tutorial


You can choose to make your video in any of the following languages: English, Russian, Korean, Turkish, Arabic, French, Japanese, German, Italian, Spanish, or Chinese (Mandarin or Cantonese).


(Optional) In addition, you can also dedicate a portion of your video to introduce your personal crypto experience and background:


How did you get started, Best and worst trades, Where do you see the crypto industry in the next 10 years, A feature you would like to see in crypto exchanges. 


Be as creative as possible. Your video can include slides, animations, live-action, or anything else that you can think of to make it more interesting and informative.

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In order to join the Contest, you need to do the following:


1. Write your Telegram username and Twitter profile link below (To this contest thread)


2. Upload your video to Youtube.com


3. Your video must include “Phemex” somewhere in the title.


4. Tweet your video or link with @phemex_official and 3 other traders that you follow 


5. Use #PhemexVideoContest hashtag in your tweet…


Visit
https://phemex.com/references/articles/phemex-video-contest for more details

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As long as a video meets the requirements presented above, it will be reviewed and scored by at least three members of the Phemex Team. Judges will pay attention to the video’s originality, quality, and informativeness.


In the interest of fairness, the judges’ scores will only account for 50% of a video’s final score.


The remaining 50% will be determined based on a combination of the number of likes, retweets, and the overall engagement of the video.


Videos will then be ranked based on their final scores.

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The total prize pool and the number of videos awarded will vary depending on the final number of submissions. In addition, if we receive more than 50 submissions, the max shared prize pool will either be $10,000 or 1 BTC depending on which is more valuable at the time.

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By submitting a video following the requirements detailed above, you agree to give us permission to re-use or re-post your videos across any of our other platforms at any time.


Only one submission is allowed per participant. If we detect any cheating or multiple submissions, all your videos will be immediately disqualified.


Phemex reserves the right to amend the Terms and Conditions of this campaign without prior notice.