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Codebase for the MSc thesis paper Aerial Imagery Pixel-level Segmentation
Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)
List of satellite image training datasets with annotations for computer vision and deep learning
:metal: awesome-semantic-segmentation
Winning building footprint detector implementations from the SpaceNet challenges.
Building detector algorithms from second SpaceNet Challenge
Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
Dataset for "Cross-Regional Oil Palm Tree Detection"
Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet
Python Package for Tree Crown Detection in Airborne RGB imagery
List of labelled remote sensing datasets for use in deep learning.
Deep-learning applied to semantic segmentation of remote sensing data
Earth observation processing framework for machine learning in Python
This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction
Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
3rd place solution ( Carvana Image Masking Challenge )
Keras implementation of Deeplab v3+ with pretrained weights
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation(Unfinished)
A customized real-time ImageDataGenerator for Keras
Keras implementation of RetinaNet object detection.
An awesome semantic segmentation model that runs in real time
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
A Keras implementation of YOLOv3 (Tensorflow backend)
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08
Deep Convolutional Neural Networks for Semantic Segmentation of Multi-Band Satellite Images
Models and examples built with TensorFlow
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.