lpsmlgeo

38-Cloud-A-Cloud-Segmentation-Dataset

This data set includes Landsat 8 images and their manually extracted pixel-level ground truths for cloud detection.

3DUnetCNN

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

awesome-flutter

An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

CNN-Sentinel

PyCon.DE 2018 talk “Satellite data is for everyone: insights into modern remote sensing research with open data and Python”

CU-Net

Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)

Deep-Learning-for-Satellite-Imagery

Deep learning courses and projects

developer_quest

Respository for the I/O 2019 demo: Become a tech lead, slay bugs, and don't get fired.

eye-in-the-sky

Satellite Image Classification using semantic segmentation methods in deep learning

FDSI

Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task]

flutter_ui_challenge_flight_search

An advanced UI design implemented in Flutter

FlutterExampleApps

[Example APPS] Basic Flutter apps, for flutter devs.

geopandas-tutorial

Tutorial on geospatial data manipulation with Python

geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

Kaggle-Projects-and-Challenges

Kaggle tutorials, notebooks and submissions

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

lpsmlgeo.github.io

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models

Models and examples built with TensorFlow

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Pytorch-UNet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

segmentation

Tensorflow implementation : U-net and FCN with global convolution

segmentation-unet-maskrcnn

Code for satellite image segmentation using Unet or Mask RCNN and comparing these two approaches.

unet

unet for image segmentation

UNet-Satellite-Image-Segmentation

A Tensorflow implentation of light UNet framework for remote sensing semantic segmentation task.

UNet-Segmentation-in-Keras-TensorFlow