The Tensorflow Lite Inference IP developed by YantraVision allows for the deployment of neural network models on FPGA platforms. This IP is strategically designed to support applications such as Optical Character Recognition (OCR) by implementing Tensorflow Lite models efficiently on hardware. It acts as an overlay, streamlining the processing of nuanced image patterns into actionable insights, vital for real-time image recognition tasks where computational efficiency and robustness are paramount.