本文详细介绍如何使用 DeploySharp 框架和 ONNX Runtime 推理引擎部署 PP-OCR v4/v5 模型，涵盖 CPU、CUDA、DML、TensorRT 等多种部署方式的完整指南。 ONNX Runtime 是微软推出的高性能跨平台推理引擎，支持 ONNX 模型格式。它是目前最受欢迎的推理引擎之一，具有以下特点 ...

With the rapid development of electronic networks, consumer online purchasing behavior data presents massive growth and diverse characteristics. How to accurately predict purchasing behavior based on ...

A few days back, my friend gave me a Jetson Xavier (JAX) to flash the latest image. He handed it over with some basic items: a Jetson Xavier module, a micro-USB cable, an HDMI cable, and a laptop. I ...

Optical Character Recognition (OCR) is a part of transformative Artificial Intelligence (AI) technology which translates printed or handwritten texts into digital, machine-readable form. These OCR ...

This paper proposes a layout analysis and text recognition system for printed documents based on deep learning. Initially, scanned documents or image files are processed using a layout analysis ...

Pointer instruments are widely used in the nuclear power industry. Addressing the issues of low accuracy and slow detection speed in recognizing pointer meter readings under varying types and ...

Abstract: This project aims to develop an OCR (Optical Character Recognition) system that can translate Brahmi script into Tamil automatically. Data preparation, picture preprocessing, character ...

Lightweight and fast OCR models for license plate text recognition. You can train models from scratch or use the trained models for inference. The idea is to use this ...

Abstract: Handwritten Character Recognition (HCR) plays a crucial role in various applications, from document analysis to form processing. HCR technology allows computers to interpret handwritten ...

In order to more accurately detect the accuracy of word-wheel water meter digits, 2000 water meter pictures were produced, and an improved Faster-RCNN algorithm for detecting water meter digits was ...