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TensorFlow VS MikroTik RouterOS

Compare TensorFlow VS MikroTik RouterOS 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.

MikroTik RouterOS logo MikroTik RouterOS

The main product of MikroTik is a Linux-based operating system known as MikroTik RouterOS.
  • TensorFlow Landing page
    Landing page //
    2023-06-19
  • MikroTik RouterOS Landing page
    Landing page //
    2023-07-25

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)

MikroTik RouterOS videos

MikroTik RouterOS security review

Category Popularity

0-100% (relative to TensorFlow and MikroTik RouterOS)
Data Science And Machine Learning
Operating Systems
0 0%
100% 100
AI
100 100%
0% 0
Perimeter Security And Firewalls

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 MikroTik RouterOS

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...

MikroTik RouterOS Reviews

  1. many bugs that block connections

    since 2 years they didn't fix bugs that block the router from the internet


The Best Open Source Router OS Software for Large or Small Networks
MikroTik RouterOS is an open-source router OS software that is designed to provide a powerful, customizable, and secure networking experience. It is based on the Linux kernel and offers a range of features and capabilities that make it a popular choice among network enthusiasts, developers, and IT professionals. The open-source nature of MikroTik RouterOS means that users...
11 Best pfsense Alternatives To Secure Your Network
Before acquiring licensed software, MikroTik enables you to test the MikroTik RouterOS technology. This is referred to as Trial Mode by MikroTik, and it allows you to try the whole MikroTik RouterOS features and functionality set for up to 24 hours.
10 Best pfSense Alternatives and Similar Firewalls
RouterOS has a stateful firewall, which conducts stateful inspection and maintains track of the state of network connections traversing it. It also includes Source and Destination Network Address Translation, NAT assistance for common applications, and UPnP compatibility.
5 Router OS Turns Old PC Into High Performance Router And Enterprise Network Switch
RouterOS is the operating system of RouterBOARD. It can also be installed on a PC and will turn it into a router with all the necessary features – routing, firewall, bandwidth management, wireless access point, backhaul link, hotspot gateway, VPN server and more.
A Feast of Linux-Based Routers
Though the code is not open and it is more of a commercial offering, RouterOS from MikroTik is Linux-based. It installs onto and turns regular PCs into a enterprise-level router. It gives you all the necessary features, including routing, firewall, bandwidth management, wireless access point, backhaul link, hotspot gateway, VPN server, and more.

Social recommendations and mentions

Based on our record, MikroTik RouterOS should be more popular than TensorFlow. It has been mentiond 23 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: about 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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MikroTik RouterOS mentions (23)

  • Ubiquiti showing other users' consoles
    Anyone using Mikrotik these days? Been Mikro-curious for awhile and always see them thrown around as a Unifi alternative. Yet to hear of any firsthand implementations though. [0] https://mikrotik.com/. - Source: Hacker News / 6 months ago
  • Free - Self-hosted - WebRTC - alternative to Zoom, Teams, Google Meet - Real time video calls, chat, screen sharing, file sharing, collaborative whiteboard, dashboard, rooms scheduler and more!
    I keep reading it as the networking hardware company Mikrotik. Source: about 1 year ago
  • hap ax2 or ax3
    The "Buy" link at the top of mikrotik.com - this is how most hardware vendors with a distribution network have their site set up. Source: over 1 year ago
  • Germany ups reliance on Huawei for 5G despite security fears
    Or Mikrotik from Latvia, for switching/routing: Https://mikrotik.com/. Source: over 1 year ago
  • Management VLAN vs Native.
    There is way to get default to do whatewer you want (including preseted VLAN on some port): Get some config, which you'd like to use as default Login to mikrotik.com Use branding section to get packet, which can be installed on any RoS to change default config and some other things. Source: over 1 year ago
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What are some alternatives?

When comparing TensorFlow and MikroTik RouterOS, you can also consider the following products

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

pfSense - pfSense is a free and open source firewall and router that also features unified threat management, load balancing, multi WAN, and more

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

OpenWrt - OpenWrt is an open-source firmware based on Linux for wireless routers

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

OPNsense - OPNsense® you next open source firewall. Free Download. High-end Security Made Easy™. Offers Intrusion Prevention, Captive Portal, Traffic Shaping and more.