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郭洁's Projects

jfc icon jfc

Mac端基金管理查看平台

jittorllms icon jittorllms

计图大模型推理库,具有高性能、配置要求低、中文支持好、可移植等特点

labelimg icon labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

ml_handwritten_number icon ml_handwritten_number

Create handwritten numbers databases and use Machine Learning methods to recognize number 1 to 9/ 建立手写体数字数据集,然后利用机器学习模型训练和测试性能

mockingbird icon mockingbird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

mxnet-faster-rcnn icon mxnet-faster-rcnn

本项目是利用Faster-RCNN算法对目标进行识别与分类。深度学习框架是MXNet,迁移训练和fine-tuning的模型是VGG16和ResNet-101两个模型。语言是python和pyqt。用pyqt简单的做了一个操作界面。界面如图show.png所示

my_orc_keras_verification_code_identification icon my_orc_keras_verification_code_identification

本项目实现了ocr主流算法gru/lstm+ctc+cnn架构,进行不定长度验证码识别,达到不分割字符而识别验证码内容的效果。验证码内容包含了大小字母以及数字,并增加点、线、颜色、位置、字体等干扰项。本项目对gru +ctc+cnn、lstm+ctc+cnn、cnn三种架构进行了对比,实践说明同等训练下gru/lstm+ctc+cnn架构准确率和速度均明显优于cnn架构,gru +ctc+cnn优于lstm+ctc+cnn,在实验2500个样本数据200轮训练时,gru +ctc+cnn架构在500样本测试准确率达90.2%。本项目技术能够训练长序列的ocr识别,更换数据集和相关调整,即可用于比如身份证号码、车牌、手机号、邮编等识别任务,也可用于汉字识别。

ocr_chinese icon ocr_chinese

图像文字检测模型(EAST/AdvancedEAST),及包含文字识别模型(CRNN+CTC),Keras/TensorFlow实现.

ocr_dataset icon ocr_dataset

收集并整理有关OCR的数据集并统一标注格式,以便实验需要

ocr_densenet icon ocr_densenet

第一届西安交通大学人工智能实践大赛(2018AI实践大赛--图片文字识别)第一名;仅采用densenet识别图中文字

ocr_services icon ocr_services

手写识别文字模型开源,用于银行支票和进账单的文字OCR提取。

ocr_tdr icon ocr_tdr

好未来Feature Camp:中文手写汉字识别

ocrcn_tf2 icon ocrcn_tf2

TensorFlow2.0的中文汉字手写体识别!OCR必备,欢迎star!

openrpa icon openrpa

Free Open Source Enterprise Grade RPA

paddledetection icon paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

paper2gui icon paper2gui

Convert AI papers to GUI,Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术

pipenv icon pipenv

Python Development Workflow for Humans.

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