A small programm to localize and identify Thai text in natural images using OpenCv and TensorFlow.
Input natural image with Thai language text and output text in unicode
Port code to Android and add Google Translator API to translate text on image.
-
Localize letters in image (OpenCV)
-
Find letter candidates via MSER
-
Validate letter candidates via Stroke Width Transform
-
Form lines of text from letter candidates
-
-
Identify letters
-
Crop letters from images using already working program
-
Annotate letter images
-
Finetune object recognition deep neural network with letter crop outs
-
-
Complete recognition workflow
Tune performance of working features. Code clean up complete.