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xinxin's Projects

3ddfa icon 3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3dscan icon 3dscan

Implementation of Structured light 3D scanner based on Gray-code - Phase-shift technique

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

blenderproc icon blenderproc

A procedural Blender pipeline for photorealistic training image generation

deep-learning icon deep-learning

:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

face3d icon face3d

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

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

image-matching-and-ranging-based-on-binocular-stereo-vision icon image-matching-and-ranging-based-on-binocular-stereo-vision

双目立体视觉是计算机视觉范畴的核心之一,它利用双目相机来获得目标物体的图像,经过物体图像处理 之后得到目标物体所在场景环境的三维信息,最终实现非接触条件下测距,简单便捷。本次毕业设计主要内容为研究 基于双目立体视觉平台上的图像匹配以及目标物体的距离测量技术,图像特征提取部分研究了 SIFT 算法和 SURF 算 法,特征匹配部分研究了 BF 法和 FLANN 法,距离测量研究主要通过视差深度的计算,结合视觉坐标系的转换实现 三维位置的定位与测量。结合维视双目立体视觉测量平台 MV-VS220,通过 Python+OpenCV 设计实现一个具备图像 采集、图像匹配以及距离测量等功能的原型演示系统。系统可实现对关键环节的过程与结果的演示,以及不同算法的 性能比较。系统测试表明,所开发的原型演示系统从界面、功能与性能方面均达到了设计的要求。

leetcode icon leetcode

:monkey:LeetCode、剑指Offer刷题笔记(C/C++、Python3实现)

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine_learning icon machine_learning

参考了西瓜书,sklearn源码,李航统计学,机器学习实战、机器学习中的数学

matrix_derivatives icon matrix_derivatives

This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.

muct icon muct

Landmarked face database (3755 faces, 76 landmarks)

ofxgraycode icon ofxgraycode

Structured light graycode encoding/decoding for openFrameworks

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

opencv icon opencv

Open Source Computer Vision Library

prnet icon prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

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