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yixiayiqiu0920's Projects

autoportraitmatting icon autoportraitmatting

Tensorflow implementation of Automatic Portrait Matting on paper "Automatic Portrait Segmentation for Image Stylization"

chinese-ocr icon chinese-ocr

运用tensorflow实现自然场景文字检测,keras/pytorch实现crnn+ctc实现不定长中文OCR识别

chinese_ocr icon chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

chineseocr_lite icon chineseocr_lite

超轻量级中文ocr,支持竖排文字识别, 支持ncnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

dive_into_deep_learning icon dive_into_deep_learning

✔️李沐 【动手学深度学习】课程学习笔记:使用pycharm编程,基于pytorch框架实现。

errnet icon errnet

Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements (CVPR 2019)

facerecognition icon facerecognition

毕业设计:人脸识别打卡系统,qt + opencv + mysql/sqlite

ibcln icon ibcln

Single Image Reflection Removal through Cascaded Refinement, CVPR 2020

iris_osiris icon iris_osiris

http://svnext.it-sudparis.eu/svnview2-eph/ref_syst/Iris_Osiris_v4.1/download/Iris_Osiris_v4.1.tar.gz

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

lightcnn icon lightcnn

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

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。

ncnn icon ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

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