A python implementation of the Basic Photometric Stereo Algorithm

Overview

Photometric-Stereo

A python implementation of the Basic Photometric Stereo Algorithm

Result

图片1

图片2

Usage

run Photometric_Stereo.py

Code Tree

|data #原始数据,tga格式

|data_processed #处理后的数据,png格式

|results

-----|normal files #法向量图片

-----|obj files #3维点云图

|tools

-----|tga2png.py #tga格式转png格式工具函数

-----|visualization.py #点云可视化生成工具

est_depth.npy #点云的numpy格式文件

HeightMap.py #高度场计算函数集合

Photometric_Stereo.py #主函数

README.md #说明文件

requirements.txt #所需要的第三方库

SurfNorm.py #物体表面法向量计算函数集合

Owner
I am a slow walker,but I never walk backwards.
Search algorithm implementations meant for teaching

Search-py A collection of search algorithms for teaching and experimenting. Non-adversarial Search There’s a heavy separation of concerns which leads

Dietrich Daroch 5 Mar 07, 2022
Implementation of Apriori algorithms via Python

Installing run bellow command for installing all packages pip install -r requirements.txt Data Put csv data under this directory "infrastructure/data

Mahdi Rezaei 0 Jul 25, 2022
causal-learn: Causal Discovery for Python

causal-learn: Causal Discovery for Python Causal-learn is a python package for causal discovery that implements both classical and state-of-the-art ca

589 Dec 29, 2022
A fast python implementation of the SimHash algorithm.

This Python package provides hashing algorithms for computing cohort ids of users based on their browsing history. As such, it may be used to compute cohort ids of users following Google's Federated

Hybrid Theory 19 Dec 15, 2022
Evol is clear dsl for composable evolutionary algorithms that optimised for joy.

Evol is clear dsl for composable evolutionary algorithms that optimised for joy. Installation We currently support python3.6 and python3.7 and you can

GoDataDriven 178 Dec 27, 2022
🧬 Performant Evolutionary Algorithms For Python with Ray support

🧬 Performant Evolutionary Algorithms For Python with Ray support

Nathan 49 Oct 20, 2022
Esse repositório tem como finalidade expor os trabalhos feitos para disciplina de Algoritmos computacionais e estruturais do CEFET-RJ no ano letivo de 2021.

Exercícios de Python 🐍 Esse repositório tem como finalidade expor os trabalhos feitos para disciplina de Algoritmos computacionais e estruturais do C

Rafaela Bezerra de Figueiredo 1 Nov 20, 2021
A litle algorithm that i made for transform a picture in a spreadsheet.

PicsToSheets How it works? It is an algorithm designed to transform an image into a spreadsheet file. this converts image pixels to color cells of she

Guilherme de Oliveira 1 Nov 12, 2021
A lightweight, object-oriented finite state machine implementation in Python with many extensions

transitions A lightweight, object-oriented state machine implementation in Python with many extensions. Compatible with Python 2.7+ and 3.0+. Installa

4.7k Jan 01, 2023
FPE - Format Preserving Encryption with FF3 in Python

ff3 - Format Preserving Encryption in Python An implementation of the NIST approved FF3 and FF3-1 Format Preserving Encryption (FPE) algorithms in Pyt

Privacy Logistics 42 Dec 16, 2022
This project consists of a collaborative filtering algorithm to predict movie reviews ratings from a dataset of Netflix ratings.

Collaborative Filtering - Netflix movie reviews Description This project consists of a collaborative filtering algorithm to predict movie reviews rati

Shashank Kumar 1 Dec 21, 2021
The test data, code and detailed description of the AW t-SNE algorithm

AW-t-SNE The test data, code and result of the AW t-SNE algorithm Structure of the folder Datasets: This folder contains two datasets, the MNIST datas

1 Mar 09, 2022
Zipline, a Pythonic Algorithmic Trading Library

Zipline, a Pythonic Algorithmic Trading Library

Stefan Jansen 463 Jan 08, 2023
A raw implementation of the nearest insertion algorithm to resolve TSP problems in a TXT format.

TSP-Nearest-Insertion A raw implementation of the nearest insertion algorithm to resolve TSP problems in a TXT format. Instructions Load a txt file wi

sjas_Phantom 1 Dec 02, 2021
A lightweight, pure-Python mobile robot simulator designed for experiments in Artificial Intelligence (AI) and Machine Learning, especially for Jupyter Notebooks

aitk.robots A lightweight Python robot simulator for JupyterLab, Notebooks, and other Python environments. Goals A lightweight mobile robotics simulat

3 Oct 22, 2021
Python-Strongest-Encrypter - Transform your text into encrypted symbols using their dictionary

How does the encrypter works? Transform your text into encrypted symbols using t

1 Jul 10, 2022
:computer: Data Structures and Algorithms in Python

Algorithms in Python Implementations of a few algorithms and datastructures for fun and profit! Completed Karatsuba Multiplication Basic Sorting Rabin

Prakhar Srivastav 2.9k Jan 01, 2023
This is an Airport Scheduling Time table implemented using Genetic Algorithm

This is an Airport Scheduling Time table implemented using Genetic Algorithm In this The scheduling is performed on the basisi of that no two Air planes are arriving or departing at the same runway a

1 Jan 06, 2022
Leveraging Unique CPS Properties to Design Better Privacy-Enhancing Algorithms

Differential_Privacy_CPS Python implementation of the research paper Leveraging Unique CPS Properties to Design Better Privacy-Enhancing Algorithms Re

Shubhesh Anand 2 Dec 14, 2022
Python sample codes for robotics algorithms.

PythonRobotics Python codes for robotics algorithm. Table of Contents What is this? Requirements Documentation How to use Localization Extended Kalman

Atsushi Sakai 17.2k Jan 01, 2023