I am looking for a programmatic way to retrieve text on the images . I am not aware of any such tool if available already. I need to download the images first and then extra
Tesseract OCR can extract text from images. What exactly do you mean by extract?
OCR is a complex technology (image segmentation, angle correction, binarization, characters segmentation, analysis of combined and broken characters, dictionary checking, etc), but there are ready-to-use OCR engines, most of them are commercial, for instance: