What is Tensorflow? And How it will help in Deep learning?

"IF YOU CAN DO WHAT YOU DO BEST AND BE HAPPY, YOU'RE FURTHER ALONG IN LIFE THAN MOST PEOPLE.SO NEVER JUDGE YOUR CAPABILITIES AND NEVER COMPARE WITH OTHERS." 
      - By Leonardo DiCaprio


Deep Learning uses various libraries to train the models. Some famous Deep Learning Libraries (in python ) are as follows:
   1)Keras
   2)Theano 
   3)Tensorflow
 From the above three, I like Tensorflow because of the below reasons.
 a)Provides both C++ and  Python API that makes it easier to work on.
 b)Has a faster compilation time than other Deep Learning libraries like Torch and Keras.
 c)Tensorflow supports both CPU's(Central Processing Unit) and GPU's(Graphical Processing Unit) computing devices.

What is Tensorflow?

Open Source library developed by GOOGLE. 
Developed Originally to run large Numerical Computations.  
Accepts data in the form of multidimensional arrays of higher dimensions called Tensors.
Works on the basis of Data Flow Graphs that have nodes and edges. 

Tensors:- Tensors is a generalization of vectors and matrices of potentially higher dimensions. An array of data with different dimensions and ranks that are fed as input to the neural network are called  Tensors. 

Hence TPU's (Tensor Processing Unit )  Which is an AI accelerator Application-specific integrated circuit developed by Google Specifically for neural Network Machine also Supported by Tensorflow.

Some Application Of TensorFlow Which are as follows:

  • Speech Recognition
  • Image Recognition
  • Self Driving-Car
  • Sentimental Analysis
  • Detection of Flows
  • Text Summarization
  • Mobile Image and Video Processing 
  • Air, land and sea drones
  • Deep fake
Looking the Above Broad Application we can Imagine that it's Importance in Deep Learning. So All the Deep Learning Aspirants You can start now I'm Providing a short video on Object Detection which makes your interest in TensorFlow.



Thank You,
Happy Machine Learning(TensorFlow)
Author: Vikas Maurya
   
  

Comments

  1. KatetechnologiesApril 30, 2019 at 3:46 AM

    Thank you for your post. This is excellent information. It is amazing and wonderful to visit your site.
    best web designing company in kukatpally
    top web designing companies in gachibowli

    ReplyDelete
  2. RoshaniMay 7, 2019 at 1:22 AM

    Really Nice Blog, Please post another blog.

    1000 lph RO Plant
    3000 lph RO Plant
    500 lph RO Plant

    ReplyDelete
  3. Anjali SivaMay 19, 2019 at 5:05 AM

    Excellent blog with unique content, thanks a lot for sharing this. I love to learn more about this topic.
    Cloud computing Training in Chennai
    Cloud computing courses in Chennai
    Cloud computing classes in Chennai
    AWS Training in Chennai
    AWS Training
    Amazon Web Services Training in Chennai
    DevOps Certification in Chennai
    DevOps course in Chennai
    DevOps Training in Anna Nagar

    ReplyDelete
  4. LifeVoxel.AIJune 27, 2019 at 1:22 AM

    This comment has been removed by the author.

    ReplyDelete
  5. LifeVoxel.AIJuly 23, 2019 at 12:15 AM

    LifeVoxel.AI platform offers a better alternative for the medical imaging community. Its unique approach is based on 12 international patents that encompass critical patient-centric delivery of care using intuitive, diagnostic and instantly accessible visualizations over the Internet. It works 100X faster and 42-80% cheaper than all our competitors.

    RIS PACS Solution Interactive Streaming and Artificial Intelligence Platform using intuitive, diagnostic and instantly accessible visualizations

    ReplyDelete
  6. Alfred AvinaOctober 25, 2019 at 2:26 AM

    Tensorflow is one of the most important things which helps engineers to make things easy to handle and access. To know more about machine learning provider and machine learning solutions, click know more.

    ReplyDelete
  7. LifeVoxel.AINovember 5, 2019 at 2:29 AM

    LifeVoxel.AI platform helps imaging diagnostic centers and hospitals to save up to 50%+ over conventional RIS PACS with higher functionality. LifeVoxel.AI is the fastest RIS PACS available globally and have unimaginable capabilities of centralized PACS across all your network of Imaging Centers to single window HUB.

    RIS PACS
    RIS PACS software

    ReplyDelete
  8. Ankita KumariFebruary 19, 2020 at 3:06 AM

    You have nicely explained the concept of TensorFlow and Deep learning. I would like to read more. Artificial Intelligence in Next Generation Web Technologies

    ReplyDelete

Post a Comment

Popular posts from this blog

How to start Machine Learning?

Image
Machine Learning now one of the trending technology in the 21st century and will take off high until the year 2020. By looking growth of machine learning it's a very hot topic for programmers. Every programmer wants to learn this new Technology, But it requires proper guidance since one can't start randomly and hope for best that eventually he'll become master in machine learning. Here in this blog, I mentioned some basic step which is required for beginners i.e.who really  want to machine learning seriously: The major topic which is required in machine learning which is the base of this technology: 1) Mathematics    i)linear algebra    ii)probability    iii)statistics    iv)calculas (Integration and Differential Equation for complex algorithm)    v)graph    vi)3-D space and vector  2) Algorithm   i)creating of the algorithm   ii)Analysis of the algorithm 3) Programming   i)Python (for beginners which...
Read more

Artificial Intelligence: Boon or bane?

Image
When the 21st century began, we spoke of how Artificial Intelligence would soon replace workers and take over that space, leaving a susceptible job market. While that prediction was true, nobody saw the advent of AI taking over legal jobs, managerial jobs, and even reporting jobs. This leaves us to the question: Will artificial intelligence take over the world? The answer is a double-edged sword. If we don’t discount these factors, then expect to see a Terminator-like situation in the future. It could be a violent scenario, as an experiment recently showed. Google’s DeepMind did a series of an experiment on how AI would react to hostile situations. In the experiments, it was shown that the AI-powered robots resorted to violence and attacked other robots in order to survive. Stephen Hawking, Elon Musk, Steve Wozniak, Bill Gates , and many other big names in science and technology have recently expressed concern in the media about the risks posed by AI, joined by many leading AI resear...
Read more

What is Deep Learning?

Image
"NEVER THINK THERE IS ANYTHING IMPOSSIBLE FOR THE SOUL. IT IS THE GREATEST HERESY TO THINK SO. IF THERE IS A SIN, THIS IS THE ONLY SIN; TO SAY THAT YOU ARE WEAK, OR OTHERS ARE WEAK" - By Swami Vivekanand Is Deep Learning now overtaking the Machine Learning algorithm?? Let us first know what is Machine Learning? Machine Learning was coined by " Arthur Samuel " in the year 1959. As we know to perform any Machine Learning algorithm we require a humongous amount of data and very high computation power. But at that time we are not able to generate or store that amount of data, additionally, the computer also doesn't have enough computation power. So this technology started exhausting, but now this is not the case. Machine Learning is a subfield of " Artificial Intelligence ".In the simplest term, we can say that training a machine on a various algorithm using the large dataset to take a decision like a human brain. Machine Learning uses a variety of algorit...
Read more