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1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.
Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
Code to recreate the tutorial and figures in the book chapter.
Attention Augmented Convolution based ResUNet for Semantic Segmentation
ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets
Aerial Image segmentation by PyTorch
A Remote Sensing data handling library for Deep Learning
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)
This repository provides an overview of Segformer, architecture encoder in particular. Some details of Segformer can be misleaded, thus makes a short description here to help understand the model. Meanwhile, the code (Keras/TensorFlow) is also provided for supporting.
An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
Raw implementation of attention gated U-Net by Keras
😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.
List of datasets, codes, and contests related to remote sensing change detection
List of satellite imagery datasets with annotations for computer vision and deep learning
:metal: awesome-semantic-segmentation
百度遥感比赛,前百分之一的实验方案
This is the repo for the Big Spatial Data class at Temple University.
Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;本册有,584幅图,81个代码文件,其中18个Streamlit App;状态:清华社五审五校中;Github稿件基本稳定,欢迎提意见,会及时修改
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
Brain tumor segmentation using a 3D UNet CNN
use keras to implement 3d/2d unet for brats2015 dataset to segment
A Satellite Time Series Dataset for Crop Type Identification
基于U-Net检测卫星图像上的新增建筑
this tools creates a high resolution mosaiced image using google static maps api and further uses SLIC algorithms to isolate built area segments. This segments can be used as training samples to train deep learning algorithms which can detect built up area.
Sample code for Channel 9 Python for Beginners course
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.