Software Alternatives, Accelerators & Startups

TensorFlow VS Ant Media Server

Compare TensorFlow VS Ant Media Server and see what are their differences

TensorFlow logo TensorFlow

TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Ant Media Server logo Ant Media Server

Scalable, Ultra Low Latency & Adaptive WebRTC Streaming Ant Media Server provides Scalable Ultra-low latency (0.5 seconds) Adaptive Live Streaming with WebRTC. It supports RTMP, RTSP, Zixi, WebRTC, Adaptive Bitrate, HLS and MP4 recording.
  • TensorFlow Landing page
    Landing page //
    2023-06-19
  • Ant Media Server Landing page
    Landing page //
    2023-10-25

Ant Media provides ready-to-use, highly scalable real-time video streaming solutions for live video streaming needs. Based on customer requirements and preferences, it enables a live video streaming solution to be deployed easily and quickly on-premises or on public cloud networks such as AWS, Azure, Google Cloud, Oracle Cloud, Akamai/Linode and Digital Ocean.

Ant Media’s well-known product, called Ant Media Server, is a video streaming platform and technology enabler, providing highly scalable, Ultra-Low Latency (WebRTC) and Low Latency (CMAF & HLS) video streaming solutions supported with operational management utilities.

Ant Media Server in a cluster mode dynamically scales up and down to enable our customers to serve from tens to millions of viewers in an automated and controlled way.

Ant Media Server provides compatibility to be played in any Web Browser. In addition, SDKs for iOS, Android, Flutter, React Native and also JS SDKs are provided freely to enable customers to expand their reach to a broader audience. Thanks to the adaptive bitrate streaming feature that allows any video to be played at any bandwidth on mobile devices.

Ant Media has been serving a growing number of customers in 120+ countries all around the world. Customers from different segments such as Education, Live Auctions, Radio and TV Broadcasts, Enterprises, Service Providers, Government Agencies, Gaming Companies, Telehealth, E-Commerce/Bidding, Surveillance/Security and Mobile / Web App Developers enhance their business by using Ant Media Server and benefiting from its capabilities.

TensorFlow

Pricing URL
-
$ Details
Platforms
-
Release Date
-

Ant Media Server

$ Details
freemium $99.0 / Monthly (Ultra Low Latency WebRTC Streaming - Adaptive Bitrate - Cluster)
Platforms
Linux Browser Android iOS Mac OSX REST API Cloud JavaScript AWS Azure Google Chrome Edge Firefox Linode Alibaba Digital Ocean Flutter React Native Oracle GCP Akamai
Release Date
2018 June

TensorFlow features and specs

No features have been listed yet.

Ant Media Server features and specs

  • Adaptive Bitrate: Yes
  • WebRTC Supported : Yes
  • Ultra Low Latency: Yes
  • Cluster Mechanism: Yes
  • iOS SDK: Yes
  • Android SDK: Yes
  • JavaScript SDK: Yes
  • Unity SDK: Yes
  • HLS: Yes
  • CMAF: Yes
  • RTMP: Yes
  • DASH: Yes
  • RTSP: Yes
  • IP Camera & ONVIF: Yes
  • Flutter SDK: Yes
  • Kubernetes Integration: Yes
  • NVIDIA GPU Support: Yes
  • Docker: Yes
  • SRT: Yes
  • React Native SDK: Yes
  • Zixi: Yes

TensorFlow videos

What is Tensorflow? - Learn Tensorflow for Machine Learning and Neural Networks

More videos:

  • Tutorial - TensorFlow In 10 Minutes | TensorFlow Tutorial For Beginners | Deep Learning & TensorFlow | Edureka
  • Review - TensorFlow in 5 Minutes (tutorial)

Ant Media Server videos

Setting up an Ant Media Server Scaling Solution with CloudFormation In 5 minutes

More videos:

  • Tutorial - Ant Media Server Trailer - Real-Time Video Streaming Platform

Category Popularity

0-100% (relative to TensorFlow and Ant Media Server)
Data Science And Machine Learning
Video
0 0%
100% 100
AI
100 100%
0% 0
Video Platform
0 0%
100% 100

Questions and Answers

As answered by people managing TensorFlow and Ant Media Server.

Who are some of the biggest customers of your product?

Ant Media Server's answer:

Please check our references at https://antmedia.io

What makes your product unique?

Ant Media Server's answer:

  • Ultra-Low Latency: Ant Media offers ultra-low latency streaming, with WebRTC technology enabling latency as low as 0.5 seconds. This ensures real-time interaction and engagement, making it ideal for applications like live broadcasting, video conferencing, and interactive gaming.
  • Scalability: Ant Media's platform is highly scalable, capable of handling a large number of concurrent streams and viewers. Whether deploying on-premise or in the cloud, Ant Media dynamically scales to meet demand, ensuring smooth and uninterrupted streaming experiences even during peak usage periods.
  • Compatibility and Flexibility: Ant Media supports a wide range of streaming protocols and formats, including WebRTC, RTMP, HLS, RTSP, SRT, MP4, and more. This compatibility makes it versatile and adaptable to various use cases and environments, whether for broadcasting, education, telehealth, or entertainment.
  • Comprehensive Feature Set: Ant Media offers a comprehensive feature set tailored to the needs of modern streaming applications. From built-in recording functionality and chat messaging capabilities to adaptive bitrate control and simulcasting to social media platforms, Ant Media provides all the tools necessary for creating immersive and engaging streaming experiences.
  • Robust Security: Security is a top priority for Ant Media, with features such as SSL/TLS encryption, token authentication, IP filtering, and watermarking to protect streams and ensure data privacy. These robust security measures instill confidence in users, particularly in sensitive applications like telehealth and enterprise communications.
  • Developer-Friendly: Ant Media provides a range of SDKs and REST APIs, empowering developers to customize and integrate streaming solutions seamlessly into their applications. This flexibility enables developers to create unique and innovative streaming experiences tailored to their specific requirements.
  • Proven Track Record: With a global presence and a diverse clientele spanning industries such as broadcasting, education, healthcare, and gaming, Ant Media has established itself as a trusted leader in the video streaming space. Its track record of successful deployments and satisfied customers speaks to its reliability and effectiveness as a streaming solution provider.

Why should a person choose your product over its competitors?

Ant Media Server's answer:

As explained above

How would you describe your primary audience?

Ant Media Server's answer:

The primary audience for Ant Media Server comprises organizations, businesses, developers, and content creators seeking robust, scalable, and feature-rich solutions for live video streaming and real-time communication.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare TensorFlow and Ant Media Server

TensorFlow Reviews

7 Best Computer Vision Development Libraries in 2024
From the widespread adoption of OpenCV with its extensive algorithmic support to TensorFlow's role in machine learning-driven applications, these libraries play a vital role in real-world applications such as object detection, facial recognition, and image segmentation.
10 Python Libraries for Computer Vision
TensorFlow and Keras are widely used libraries for machine learning, but they also offer excellent support for computer vision tasks. TensorFlow provides pre-trained models like Inception and ResNet for image classification, while Keras simplifies the process of building, training, and evaluating deep learning models.
Source: clouddevs.com
25 Python Frameworks to Master
Keras is a high-level deep-learning framework capable of running on top of TensorFlow, Theano, and CNTK. It was developed by François Chollet in 2015 and is designed to provide a simple and user-friendly interface for building and training deep learning models.
Source: kinsta.com
Top 8 Alternatives to OpenCV for Computer Vision and Image Processing
TensorFlow is an open-source software library for dataflow and differentiable programming across a range of tasks such as machine learning, computer vision, and natural language processing. It provides excellent support for deep learning models and is widely used in several industries. TensorFlow offers several pre-trained models for image classification, object detection,...
Source: www.uubyte.com
PyTorch vs TensorFlow in 2022
There are a couple of notable exceptions to this rule, the most notable being that those in Reinforcement Learning should consider using TensorFlow. TensorFlow has a native Agents library for Reinforcement Learning, and Deepmind’s Acme framework is implemented in TensorFlow. OpenAI’s Baselines model repository is also implemented in TensorFlow, although OpenAI’s Gym can be...

Ant Media Server Reviews

We have no reviews of Ant Media Server yet.
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Social recommendations and mentions

Based on our record, Ant Media Server should be more popular than TensorFlow. It has been mentiond 45 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

TensorFlow mentions (7)

  • Creating Image Frames from Videos for Deep Learning Models
    Converting the images to a tensor: Deep learning models work with tensors, so the images should be converted to tensors. This can be done using the to_tensor function from the PyTorch library or convert_to_tensor from the Tensorflow library. - Source: dev.to / over 1 year ago
  • Need help with a Tensorflow function
    So I went to tensorflow.org to find some function that can generate a CSR representation of a matrix, and I found this function https://www.tensorflow.org/api_docs/python/tf/raw_ops/DenseToCSRSparseMatrix. Source: almost 2 years ago
  • Help: Slow performance with windows 10 compared to Ubuntu 20.04 with TF2.7
    Can anyone offer up an explanation for why there is a performance difference, and if possible, what could be done to fix it. I'm using the installation guidelines found on tensorflow.org and installing tf2.7 through pip using an anaconda3 env. Source: almost 2 years ago
  • [Question] What are the best tutorials and resources for implementing NLP techniques on TensorFlow?
    I don't have much experience with TensorFlow, but I'd recommend starting with TensorFlow.org. Source: about 2 years ago
  • [Question] What are the best tutorials and resources for implementing NLP techniques on TensorFlow?
    I have looked at this TensorFlow website and TensorFlow.org and some of the examples are written by others, and it seems that I am stuck in RNNs. What is the best way to install TensorFlow, to follow the documentation and learn the methods in RNNs in Python? Is there a good tutorial/resource? Source: about 2 years ago
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Ant Media Server mentions (45)

  • Help with multi-user livestreaming social app - Video SDK (Twilio, Agora, etc) too expensive
    I think Ant Media Server can meet all your needs. It can be deployed easily and quickly on-premises or on public cloud networks such as AWS, Azure, Alibaba, and others. It provides live streaming SDKs for free. Btw, No limitations such as minutes, viewers, or broadcasts. It is up to your configuration. I think It will be the most affordable solution for you. Source: over 1 year ago
  • Daily or MediaSoup?
    Try antmedia its a low latency and media server which also support wide range of streaming protocols like webrtc ,rtsp ,rtmp,hls, dash ,srt .https://antmedia.io/[antmedia ](https://antmedia.io/). Source: over 1 year ago
  • How to Build a Video Conferencing App with React Native?
    Before we start on how to make a video conferencing react native app, l wanted to give some information about Ant Media Server’s React Native SDK and Conference Solution. - Source: dev.to / over 1 year ago
  • Benefits Of OBS
    Open source: As it’s open source, you’ll see there are all kinds of plug-ins and add-ons that you can use with OBS. That also allows any bugs to get sorted quickly, as coders can handle them right away. - Source: dev.to / over 1 year ago
  • WebRTC signaling servers
    WebRTC signaling server is a server that manages the connections between devices. It is not concerned with the media traffic itself, its focus is on signaling. This includes enabling one user to find another in the network, negotiating the connection itself, resetting the connection if needed, and closing it down. - Source: dev.to / almost 2 years ago
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What are some alternatives?

When comparing TensorFlow and Ant Media Server, you can also consider the following products

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

Red5 - Red5 is an open source Flash media server for live streaming solutions of all kinds.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Kurento - Kurento is an open source software development framework providing a media server written in C/C++...

Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

MistServer - MistServer is a lightweight, open-source multistandard multimedia server.