How can I use grid search to train Tesseract model? On Friday, February 9, 2024 at 5:46:58 PM UTC+2 Omar Samir wrote:
> Thank you for that. Another question, is there not any source that > suggests parameters for various uses like for training/fine-tuning a model > on a specific language or explaining the best values for each use > > On Friday, February 9, 2024 at 3:44:04 PM UTC+2 piggy wrote: > >> You want to do grid search. The best practice is to try each of those >> parameters over a range and try all combinations. If you find that your >> results are improving at the one or another extreme rather in the middle of >> the range, you'll want to pick a new set of parameters overlapping your >> margins. >> >> On Fri, Feb 9, 2024 at 7:49 AM Omar Samir <omare...@gmail.com> wrote: >> >>> Now I am trying to fine tune Tesseract Arabic model in the testdata_best >>> with more than 20K images in the dataset. I want to know the best values >>> for parameters like MAX_ITERATIONS, EPOCHS, and LEARNING_RATE so how can I >>> find these values I also look inside research papers but I find nothing >>> about the best values for training a model. >>> >>> -- >>> You received this message because you are subscribed to the Google >>> Groups "tesseract-ocr" group. >>> To unsubscribe from this group and stop receiving emails from it, send >>> an email to tesseract-oc...@googlegroups.com. >>> To view this discussion on the web visit >>> https://groups.google.com/d/msgid/tesseract-ocr/25365e5b-f591-48d7-8819-124e87be8c0an%40googlegroups.com >>> >>> <https://groups.google.com/d/msgid/tesseract-ocr/25365e5b-f591-48d7-8819-124e87be8c0an%40googlegroups.com?utm_medium=email&utm_source=footer> >>> . >>> >> -- You received this message because you are subscribed to the Google Groups "tesseract-ocr" group. To unsubscribe from this group and stop receiving emails from it, send an email to tesseract-ocr+unsubscr...@googlegroups.com. To view this discussion on the web visit https://groups.google.com/d/msgid/tesseract-ocr/ccf53751-5047-4e9f-845b-717d3ffdb9c8n%40googlegroups.com.
