该工作的内容主要是面向中国车牌识别系统。车牌的检测系统通过YOLOv3网络来实现,检测后的车牌会通过空间变换网络进行倾斜校正。校正后的图片经由LPRNet进行识别。目前在1000张图片上测试的最终准确率可达93.3%。实现者电子科技大学刘俊凯、陈昂、夏子寒
☆39Jul 18, 2020Updated 5 years ago
Alternatives and similar repositories for License-Plate-Recognization-Pytorch
Users that are interested in License-Plate-Recognization-Pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 该工作由电子科技大学陈昂、刘俊凯、夏子寒同学完成。我们提出可以使用深度学习的方案对中国车牌进行检测和识别。我们提出使用YOLOv3网络进行车牌检测,然后创新性地对检测后的车牌使用空间变换网络STN加以校正,最后使用LPRNet网络进行车牌的字符与数字识别。目前实测结果,在老…☆80Jul 22, 2020Updated 5 years ago
- 车牌识别训练模型代码,基于ocr识别,覆盖了训练模型代码,以及Android主板识别代码,数据集来源于ccpd:温馨提示,数据集大多数是安徽车牌,为了提高识别精度,请收集各省数据重新训练提高精度☆12Mar 16, 2022Updated 4 years ago
- Chinese plate detection(基于YOLOv3的中文车牌检测)☆11Mar 8, 2021Updated 5 years ago
- 这是我个人的本科毕业设计项目,总体上不是特别成熟。但对MOT和边缘计算的发展可能有非常微小的启发意义,欢迎交流!☆10Aug 16, 2022Updated 3 years ago
- [ICML 2022] Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum☆11Jul 15, 2022Updated 3 years ago
- 增加视频捕捉的车牌识别,基于ezpr的完善。通过捕捉帧,解决数据转化的难点,进而由Easypr开源库进行一系列识别处理。具体能效可进一步自行优化。☆15May 31, 2017Updated 8 years ago
- yolov4和LPRNet机动车数量检测和车牌识别☆13Aug 11, 2021Updated 4 years ago
- a moderate and simulated space non-cooperative object visual tracking dataset, which contains 60 binocular video sequences with manual an…☆12Sep 25, 2021Updated 4 years ago
- yolov8-prune☆18Aug 17, 2023Updated 2 years ago
- 本科毕业设计题目:基于人脸识别的考勤系统的设计与实现☆14Dec 7, 2022Updated 3 years ago
- MIDS Capstone Project, Duke University, 2021☆10Apr 28, 2021Updated 4 years ago
- 基于python和cv2、pytorch实现的车牌定位、字符分割、字符识别项目☆31Jan 23, 2021Updated 5 years ago
- 生成可用于darknet训练的车牌数据集☆15May 21, 2021Updated 4 years ago
- 中国车牌识别☆18Jul 7, 2022Updated 3 years ago
- 边缘计算技术+云平台展示,实现公共地点人流量监控☆14Oct 31, 2020Updated 5 years ago
- 车牌识别,基于HyperLPR实现,修改模型调用方法,使用caffe+tensorRT实现GPU加速,修改了车牌检测模型☆19Jan 5, 2022Updated 4 years ago
- darknet2onnx2tensorrt for yolov3-tiny on nvidia tx2☆15Apr 29, 2019Updated 6 years ago
- pytorch学习☆12Mar 23, 2023Updated 3 years ago
- 基于YOLO算法的车牌识别项目☆21Sep 3, 2020Updated 5 years ago
- [ICRA'22] A Deep Reinforcement Learning Environment for Particle Robot Navigation and Object Manipulation☆16Aug 15, 2022Updated 3 years ago
- ☆10Apr 7, 2025Updated 11 months ago
- Unofficial Code for NeurIPS 2021 paper "Regret Minimization Experience Replay in Off-policy Reinforcement Learning"☆14May 24, 2021Updated 4 years ago
- An implementation of DSOD in Pytonch☆15Jul 13, 2018Updated 7 years ago
- 基于深度学习的车牌识别系统☆28Mar 31, 2023Updated 2 years ago
- Source Code for the ICML Paper "Curriculum Reinforcement Learning via Constrained Optimal Transport"☆15Jun 9, 2022Updated 3 years ago
- Graph-based image anomaly detection algorithm leveraging on the Graph Fourier Transform☆13Feb 12, 2020Updated 6 years ago
- Hybrid differential evolution algorithm (HDE) to solve the Flexible Job Shop Scheduling Problem☆11Aug 19, 2025Updated 7 months ago
- Python code for the paper Machine Learning to Improve Situational Awareness in Beyond Visual Range Air Combat.☆20Jul 9, 2022Updated 3 years ago
- 基于flask与MySQL完成的音乐库管理系统☆18Mar 20, 2021Updated 5 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 3 years ago
- The implementation for "AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Lea…☆15Nov 5, 2022Updated 3 years ago
- Slides for Machine Learning of University of Chinese Academy of Sciences☆12Feb 16, 2019Updated 7 years ago
- Official PyTorch implementation of: "Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in V…☆14Aug 29, 2022Updated 3 years ago
- ☆22May 22, 2019Updated 6 years ago
- 计算 目标检测的指标:mAP,检出率,漏检率☆11Jan 29, 2021Updated 5 years ago
- [AAAI 2024] Point-DETR3D: Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-Supervised 3D Object Detection☆10Jan 24, 2025Updated last year
- Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization☆12Oct 2, 2019Updated 6 years ago
- ☆10Jul 30, 2024Updated last year
- The first panorama dataset of unstructured Martian terrains for semantic and instance segmentation.☆21Sep 9, 2025Updated 6 months ago