I have a dataset of images, each containing a 1 to 5letter word. I want to use deep learning to classify the characters that make up the word in each image. The labels for these images are formatted as follows:
totalcharacter_indexoffirstchar_indexofsecondchar_.._indexoflastchar
I’m trying to load these images into TensorFlow pipelines to reduce complexity due to memory constraints. Below is my code for loading and processing images and labels from directory:

I have a dataset of images, each containing a 1 to 5letter word. I want to use deep learning to classify the characters that make up the word in each image. The labels for these images are formatted as follows:
totalcharacter_indexoffirstchar_indexofsecondchar_.._indexoflastchar
I’m trying to load these images into TensorFlow pipelines to reduce complexity due to memory constraints. Below is my code for loading and processing images and labels from directory: