- š Hi, Iām @ArthurXW
- š Iām interested in image segmentation and recognition, especially for the fractography of metals.
- š± Iām currently learning machine learning.
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A library for scientific machine learning and physics-informed learning
The code includes all the file that you need in the training stage for FCN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Summer Project under Prof. Sandeep Sangal
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
In this repository, we present an Semantic Segmentation code, based on U-net architecture, that is used for the topographic characterization of the fracture surfaces of brittle materials. The results of this work are presented in the publication: " Toward quantitative fractography using convolutional neural networks ".
Code for semantic segmentation models and techniques applied to metal microstructures, in collaboration with ArcelorMittal
This repository presents two Unsupervised ML algorithms that enable the clustering and classification of dataset of SEM images obtained after scanning the fracture surface of 5 WHA samples with different tungsten composition. Additionally, the Activation Maps of the last convolution layer of the neural network (VGG16) that is used in an intermediate stage of the algorithm are created, according to their weights in the next stages of the clustering algorithm.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
š Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ššš
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ā¤ļø Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.