The Tensorflow Lite Inference IP is designed to facilitate the implementation of neural network models on FPGA platforms. Engineered to enhance optical character recognition (OCR) capabilities, this IP supports the deployment of machine learning models within FPGA infrastructures. It provides a dynamic overlay conducive to OCR tasks, capitalizing on FPGA's processing power to execute complex inferencing tasks efficiently.