Graphics

Computer Graphics Repository With python

Repositório para trabalhos da matéria de Computação Gráfica, 2021.1. Consiste em 4 práticas diferentes, das quais as duas primeiras são relacionadas a conceitos de 2D, e as duas últimas a conceitos de 3D. lab1 Rasterização de primitivas gráficas – triângulos, polígonos (côncavos ou convexos) e círculos – com transformações afins aplicadas. lab2 Processamento de gráficos raster. Envolve aplicar transformações afins e filtros (box, sobel e laplace) com kernels 3×3. lab3 Transformações afins em 3D para modificar a posição e orientação […]

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Domain

A Domain Adaption Transfer Learning Bearing Fault Diagnosis Model Based on Wide Convolution Deep Neu

In the context of intelligent manufacture, advanced health diagnostic systems are urgently needed for factory machinery and equipment. Bearing is an important part of contemporary mechanical equipment, and its health condition directly affects the stability and safety of the operation of the equipment it is located in, so the early diagnosis of bearing failure is of great significance. However, traditional intelligent diagnostic methods cannot continue to maintain good fault diagnosis capabilities under changing workloads. Inspired by the idea of transfer […]

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Games

A Snake Game built by Python Turtle Module

A Snake Game built with Python Turtle Module 🐍Icons made by Freepik from www.flaticon.com Intro Control the direction of snake by simply using ↑↓←→ tabs.The length of snake body will get longer each time the player successfully eat a yellow dot, latest score will always display on the top of the screen.Be aware of hitting the wall or collision with the snake body. Good luck! Prerequisites MacOS Ubuntu $ sudo apt-get install python3-tk Usage Demo

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Robot

A python file which I wrote to allow the Dorna Robots API to draw an Image on a 3D plane

Code In the directory “Code” is a python file which I wrote to allow the Dorna Robots API to draw an Image on a 3D plane. I have also attached the blog that I worked on for the company. I modeled a camera attachment for customers to use.Blog Link Youtube Video I created a tutorial on how to use the code with the customers own Dorna Robot. Youtube Link GitHub View Github    

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Dataset

An elegant datasets factory for python

an elegant datasets factory Features Schema oriented datasets builder How to use it # Import the package into any python app import rawbuilder # Init the dataset object as ds ds = rawbuilder.DataSet( size=1000, schema=[‘user’], file_name=’my_users_dataset_1′ ) # Build the dataset ds.build() Credits This package was created with

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Flask

The Flask API to expose model and get predictions

This repo contains the Flask API to expose model and get predictions. Expose Model As An API Model Trainig will happen in server(i.e. where ever training of model is done is refered as server here) Model can be saved with .h5, .pkl, .sav Hosting the model in server side using Flask Framework Now Flask API can be consumend by mobile app. Flask Api Deployment in Azure App service Flask code Run and check in local Create Azure App service Run […]

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App

A free meditation app made in under 24 hours

LibreMind is a free meditation app made in under 24 hours. It has various meditation, breathwork, and visualization exercises. Link to demonstration video on YouTube python libremind.py Note: only box-breathing is supported at the moment. I will soon implement other exercises. Creating a meditation app Animating said app Scene switching add more meditation and breathwork exercises refactor code for automation’s sake (in far, distant future): porting to other devices. GitHub View Github    

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Neural Machine Translation (NMT), NMT Leave a comment

Machine Translation Weekly 91: Zero-Shot Machine Translation with a Universal Encoder from Pre-trained Representations

How many times have you heard someone saying that multilingual BERT or similar models could be used as a universal encoder in machine translation? I heard that (and said that) many times, but never heard about someone who actually did that, until now. Folks from The University of Hong Kong, Mircosoft Research, Shanghai University, and Texas A&M University published their preprint on this topic last Thursday on arXiv. The title of the paper is Towards Making the Most of Multilingual […]

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