Image text decoder using ML(machine learning)

Question

make a program to take multiple image file as test data in test data dir and learn from it and scrape text from image also

Answer 1

I prefer pillow (PIL) than cv as it's simpler to install and it handles files adequately well.
You can read the files in a loop or a list expression, iterating through the elements of an os.listdir() for example.

If you need any reference to a similar project, with rich comments and explanations, feel free to check out my image classifier, link in my bio code:
https://code.sololearn.com/W2nvcMqTRi4q/?ref=app

A direct link:
https://github.com/kuba-siekierzynski/CarL-CNN

Answer 2

Do you have your data labeled already? If so, you should make it into two sets: a training set and a test set.
Then, using one of the algorithms of your choice (for image recognition I recommend convolutional neural networks) you should fit your model to the data.
Properly constructed CNNs are great because they append different filters to the data and try to capture most significant common patterns in all As, Bs and so on... It's literally "learning" what is a "concept" or a "blueprint" of a letter to be recognized.

I recommend using keras library with tensorflow backend. It makes constructing neural network's layers easy as cake :)

Answer 3

Since there's no code being posted, we're sort of stuck speaking in general terms...

What does your ML algorithm do so far?

Answer 4

you saved me to do tons of code ..thnks buddy for support

Answer 5

Hi,
I'm not seeing the question. Would you mind posting your code in the Code Playground so we can help troubleshoot any specific issues you might have?

Answer 6

i have completed the code upto taking image data and storing it to lists

Answer 7

Congratulations! ☺👍

Answer 8

i want to add ml in my program but how do i implement it or initiate it

Answer 9

how do i add ml through the image data

Answer 10

i have created test data list so i have to do following things
1.create a training set of image data
2.i have to create a algorithm for neural network
3.train it
4.test it

Answer 11

hey what about using cv for image recognition

Answer 12

but i am facing an issue in file reading from test directory how do i read all of the file from a particular dir