hiker2046,hiker2046,github

lantern

Lantern官方版本下载蓝灯翻墙代理科学上网外网加速器梯子路由 lantern proxy vpn censorship-circumvention censorship gfw accelerator

lprnet_pytorch

Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.

mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

marl

A hybrid thread / fiber task scheduler written in C++ 11

mask_r_cnn_keypoints

The original code is from "https://github.com/matterport/Mask_RCNN"

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

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。