本课题利用 CCPD 数据及自生成的高清车牌数据，基于加入注意力机制以及轻型卷积改良的 YOLO 目标检测算法检测车牌，同时利用自定义的 ResNet+Transformer 网络构成字符识别算法用于识别检测出的车牌内容信息。所设计的模型提升了平均精度（mAP）值，降低了计算复杂度和模型体积。此外，本课题开发了一款基于 Gradio 框架搭建的 BS 结构车牌识别系统，能实现 Web 端与移动端界面自适应，完美适配不同设备屏幕。
☆95May 1, 2025Updated last year
Alternatives and similar repositories for LicensePlateDetection
Users that are interested in LicensePlateDetection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 灾害天气图像识别（含数据集）☆14Mar 19, 2024Updated 2 years ago
- 基于深度学习的车牌识别GUI项目☆48Jun 15, 2022Updated 4 years ago
- 车牌检测：系统首先通过YOLO算法对输入的车辆图像进行车牌检测。号码识别：车牌检测完成后，系统将检测到的车牌区域提取出来，并通过PaddleOCR进行车牌号码识别。基于PyQt5框架开发了一个直观友好的用户界面☆17Oct 4, 2026Updated last week
- 基于深度学习的停车场收费系统--车牌识别模块☆18Mar 9, 2022Updated 4 years ago
- Improved Local Contrast Measure algorithm (ILCM) for small infrared target detection☆15Oct 3, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 基于prompt learning的NLP算法，涉及文本分类、信息抽取等☆15Jan 12, 2023Updated 3 years ago
- 基于yolov5+CRNN的中文车牌识别系统☆23Mar 12, 2024Updated 2 years ago
- 车牌识别是一项利用车辆的动态视频或静态图像进行牌照号码、牌照颜色自动识别的模式识别技术。其硬件基础一般包括触发设备、摄像设备、照明设备、图像采集设备、识别车牌号码的处理机，其软件核心包括车牌定位算法、车牌字符分割算法和字符识别算法等。一个完整 的车牌识别系统应包括车辆检测、…☆34Dec 5, 2024Updated last year
- 利用YOLOv8完成睡觉行为与电动车违停识别☆19Dec 19, 2024Updated last year
- 卷积神经网络（CNN）项目，给你一个狗的图像，你的算法将会识别并估计狗的品种☆31Nov 22, 2022Updated 3 years ago
- 基于 YOLOv8 的农作物病虫害智能检测与AI防治建议系统，支持图像/视频/摄像头实时检测，并自动生成结构化农技方案。☆18Feb 5, 2026Updated 8 months ago
- 毕设如何选题-计算机视觉项目大集合(图像分类+目标检测+目标跟踪+姿态识别+车道线识别+车牌识别+无人机检测+A*路径规 划+单目测距与测速+行人车辆计数等)☆23Jan 2, 2025Updated last year
- 校园车辆人流监控系统主要基于Yolov5和DeepSORT算法，实现对校园内车辆和行人的追踪，并计算他们的速度以及检测是否发生碰撞。☆31Dec 9, 2023Updated 2 years ago
- 基于Yolov7-LPRNet的动态车牌目标识别算法模型，附 YOLOv7 训练自己的数据集超详细教程🚀和LPRNet网络具体搭建过程🚀☆59Oct 9, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 深度学习车牌检测与识别，检测结果包含车牌矩形框和4个角点，基于pytorch框架运行☆116Jan 12, 2022Updated 4 years ago
- 基于opencv与深度学习的人脸情绪识别☆12Apr 15, 2024Updated 2 years ago
- 基于YOLOv8的农业害虫目标检测系统，能够识别和定位102种不同类型的害虫。本项目使用YOLOv8深度学习模型，对IP102害虫数据集进行训练，实现高效的害虫检测和识别。系统提供Web界面，支持单张图片预测、批量图片预测等功能。☆21Nov 22, 2025Updated 10 months ago
- Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification☆16Sep 7, 2024Updated 2 years ago
- 大一的软件课程设计I的Qt项目，一部分参考了黑马程序员的教程（十分感谢）。实现了具备背景、bgm的可视化界面六子棋，可以也改成五子棋，实现了人人对战、人机对战、机机对战（观看）功能，可以更改是否开启禁手。☆10Apr 21, 2022Updated 4 years ago
- Python基于CRNN＆CTPN的文本检测系统（源码＆教程）☆10Nov 14, 2023Updated 2 years ago
- 使用Unet / YOLOv5进行车牌定位，CNN进行车牌识别（定长）（基于CCPD数据集）☆24Oct 6, 2022Updated 4 years ago
- 智能垃圾分类系统 - 基于YOLO和DeepSeek R1的AI垃圾识别与分类应用☆28Oct 27, 2025Updated 11 months ago
- 毕业设计-基于YOLOv8模型的车牌识别研究☆17May 10, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository is about my work "Infrared Small Target Using Tri-layer Template Local Difference Measure", including the link of paper, …☆12Apr 20, 2022Updated 4 years ago
- 基于深度学习的文字识别系统☆11Aug 24, 2023Updated 3 years ago
- ☆47Dec 28, 2021Updated 4 years ago
- ✨基于 3D 卷积神经网络(CNN)的阿尔兹海默智能诊断 Web 应用 Alzheimer's Intelligent Diagnosis Web Application based on 3D Convolutional Neural Network and the A…☆144Jan 22, 2025Updated last year
- 火灾烟火检测系统(源码＆部署教程)☆23Nov 23, 2023Updated 2 years ago
- flask+vue 期末大作业，一个有nlp分析文本功能的爬虫小说网站☆14Jan 4, 2023Updated 3 years ago
- 本仓库包含了完整的深度学习应用开发流程，以经典的手写字符识别为例，基于LeNet网络构建。推理部分使用torch、onnxruntime以及openvino框架💖☆17Apr 20, 2026Updated 5 months ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆20Aug 18, 2023Updated 3 years ago
- Tri-Layer Local Contrast Measure (TLLCM) for small infrared target detection☆13Oct 3, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 毕业设计-语音识别系统-GUI-python☆32Jul 12, 2018Updated 8 years ago
- PyTorch框架构建花朵图像分类模型（Resnet网络，迁移学习）☆19Aug 4, 2022Updated 4 years ago
- yolov5 车辆检测 车牌检测 车牌识别☆370Nov 25, 2024Updated last year
- Image Classification with Vision Transformer - Keras☆12Mar 18, 2021Updated 5 years ago
- This matlab code implements the infrared small target detection model based on partial sum of the tensor nuclear norm.☆49Mar 30, 2019Updated 7 years ago
- Codes for our paper "Infrared Small Target Detection via Nonconvex Tensor Fibered Rank Approximation" in IEEE TRANSACTIONS ON GEOSCIENCE …☆14Oct 29, 2021Updated 4 years ago
- 毕设--狗种类识别☆12May 11, 2019Updated 7 years ago