I want to recognize name of the chemical structure from the image of chemical structure, like in the given image it is benzene structure I want to recognize that it is benzene from the image(I should be able to recognize all these structures as benzene) What way I could follow to achieve this? (like this given any structure I want to recognize the name of it) enter image description here .

  • $\begingroup$ your question has no question mark (?). What is it that you want to know? $\endgroup$ – Bruno Lubascher Dec 10 '19 at 18:33
  • $\begingroup$ I want to recognize these benzene structures as benzene $\endgroup$ – Lalit Vyas Dec 10 '19 at 18:34
  • $\begingroup$ Ok, and what is your question? $\endgroup$ – Bruno Lubascher Dec 10 '19 at 18:34
  • $\begingroup$ What way I could follow to achieve this? or is there any similar work I could follow $\endgroup$ – Lalit Vyas Dec 10 '19 at 18:35
  • $\begingroup$ Do you want to only recognize if it is benzine (i.e. is it benzine yes or no) or do you want to recognize the name of any structure? $\endgroup$ – Bruno Lubascher Dec 10 '19 at 18:38

What way I could follow to achieve this?

  1. Create a dataset with image-label pairs.
  2. Create a classification model.

I don't think you will find any algorithm "out-of-the-box" for you to use. You might have a look at some paper to see the kind of approaches they have.

I would recommend you look at these:

  • $\begingroup$ Thank You!! @Bruno GL, I will go through these papers. $\endgroup$ – Lalit Vyas Dec 11 '19 at 6:39
  • $\begingroup$ @LalitVyas great I could help. If you think like your question has been answer, feel free to accept this answer. $\endgroup$ – Bruno Lubascher Dec 11 '19 at 10:48
  • $\begingroup$ sure @BrunoGL :) $\endgroup$ – Lalit Vyas Dec 11 '19 at 11:49
  • $\begingroup$ @lalit vyas did they work? $\endgroup$ – Bruno Lubascher Dec 16 '19 at 6:02

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