Mentor: Dr Gaurav Harit, Department of Computer Science and Engineering, IIT Jodhpur. • Worked with various versions of SRCNN to increase OCR(Google Tesseract) accuracy on scanned documents. • Modified the loss function of various models to an OTSU-based location-specific function to better recognize text.