Stars
AI models for aerial image analysis. Generating traning data, training models, testing models and validating them.
Regularization of Building Boundaries using Adversarial and Regularized losses
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
Latex code for making neural networks diagrams
notebooks on deep learning for satellite imagery
An open source library and framework for deep learning on satellite and aerial imagery.
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …
MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
Collection of Remote Sensing Resources
Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning
Welcome to the Intelligent Kiosk Sample! Here you will find several demos showcasing workflows and experiences built on top of the Microsoft Cognitive Services.
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
A Mxnet implementation of CapsNet in Hinton's paper Dynamic Routing Between Capsules
A Tensorflow implementation of CapsNet based on paper Matrix Capsules with EM Routing
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
Awesome speakers in the programming and design communities
Redux middleware for organizing all your business logic. Intercept actions and perform async processing.
React friendly API wrapper around MapboxGL JS
A Tensorflow implementation of SegNet for cardiac MRI segmentation
A technical report on convolution arithmetic in the context of deep learning
Fully Convolutional Instance-aware Semantic Segmentation
Scripts for setting up the SpaceNet dataset for training a SegNet model
An Implementation of Fully Convolutional Networks in Tensorflow.
An Open Source Machine Learning Framework for Everyone