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newtoliver's Projects

-lstm- icon -lstm-

用LSTM进行文本的情感分析

analysis-of-public-opinion-based-on-microblogging-reptile icon analysis-of-public-opinion-based-on-microblogging-reptile

这是我参加招商银行fintech精英选拔时，做的一个课题。用Python对新浪微博进行爬虫，然后进行舆情分析。爬虫之前，需要模拟登陆，这里采用RSA加密模块模拟登陆。舆情分析的时候，我直接调用腾讯文智的感情分析API。

bert icon bert

TensorFlow code and pre-trained models for BERT

bert_seq2seq icon bert_seq2seq

pytorch实现bert做seq2seq任务，使用unilm方案,现在也可以做文本分类，情感分析，NER，词性标注等任务。

blog icon blog

毕业设计——个人网站（django）

captcha_recognition icon captcha_recognition

这是本科毕业设计的课题，“基于深度网络的网站验证码识别研究与实现”。主要是利用卷积神经网络，基于TensorFlow平台，构建了三层卷积两层全联接模型，训练出的一个准确率为91.3%的识别模型。再基于Django构建登陆系统，使用selenium实现自动测试，完成验证码从识别到自动登录的全过程。

caricatureface icon caricatureface

The source code for paper "Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model".

easybert icon easybert

基于Pytorch的Bert应用，包括命名实体识别、情感分析、文本分类以及文本相似度等

face3d icon face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

faceai icon faceai

一款入门级的人脸、视频、文字检测以及识别的项目.

ganfit icon ganfit

Project Page of 'GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction' [CVPR2019]

image-harmonization-dataset-iharmony4 icon image-harmonization-dataset-iharmony4

The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

imagenet21k icon imagenet21k

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(2021) paper

lstm icon lstm

基于LSTM神经网络的时间序列预测

mysite icon mysite

学习Django框架时编写的登录与注册APP

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