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31 search results found

Raster Vision ⭐ 1,956

An open source library and framework for deep learning on satellite and aerial imagery.

Label Maker ⭐ 358

Data Preparation for Satellite Machine Learning

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Geospatial Machine Learning ⭐ 196

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

Svhnclassifier ⭐ 182

A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

Deep Learning for Satellite Imagery

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Svhnclassifier Pytorch ⭐ 145

A PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

Zanzibar Aerial Mapping ⭐ 138

Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep learning

Danesfield ⭐ 136

Kitware's system for 3D building reconstruction for the IARPA CORE3D program

Simrdwn ⭐ 126

Rapid satellite imagery object detection

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf

Dstl_unet ⭐ 107

Dstl Satellite Imagery Feature Detection

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Building Footprint Segmentation ⭐ 86

Building footprint segmentation from satellite and aerial imagery

CVPR19 - Deep Network Interpolation for Continuous Imagery Effect Transition

Game Feature Learning ⭐ 65

Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18

Deepsentinel ⭐ 51

Deep learning pretrained model on satellite imagery (Sentinel-2)

Deep Learning For Satellite Imagery ⭐ 48

Deep learning courses and projects

Eeg Adapt ⭐ 39

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

Deepsatellitedata ⭐ 39

List of labelled remote sensing datasets for use in deep learning.

Velocity ⭐ 32

Structure From Motion (SFM) for vehicle speed

Earthengine Deep Learning ⭐ 30

Land Cover Classification based on Landsat-8 imagery from Google Earth Engine

Motor Imagery Tasks Classification Using Eeg Data ⭐ 29

Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data

Research ⭐ 26

Motor Imagery Classification based on EEG at Columbia Medical Center

Kaggle Satellite Imagery Feature Detection ⭐ 24

Satellite Imagery Feature Detection (68 out of 419)

Features_analysis ⭐ 21

Implementation of the approach described in "Understanding deep features with computer-generated imagery" , M. Aubry and B. Russell, ICCV, 2015

Forestcoverchange ⭐ 15

Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery

Svhn Multi Digit Recognition ⭐ 13

A implementation of [Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks](https://arxiv.org/pdf/1312.6082.pdf).

Superpixelgridmasks ⭐ 12

SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.

E Farmerce Platform ⭐ 11

e-farmerce aims to solve the problem of Automated Crop Identification using Satellite Imagery and Deep Learning.

Super Resolution for Satellite Imagery

Aerial Imagery ⭐ 8

Data Science Research Project: Map poverty using satellite images.

Detecting Ships ⭐ 7

Using Satellite Imagery to detect ships (Basic Object Detection)

Hyperspectral Imagery Classification ⭐ 7

Brief Introduction about Paper : Classiﬁcation of Hyperspectral Imagery Using a New Fully Convolutional Neural Network

Understanding Forest From Space ⭐ 7

Label satellite images from the Amazon basin, in order to better track and understand causes of deforestation.

Deep Learning part of the NatGeo-Microsoft Dams Project

Geo Deeplearning ⭐ 6

A list of papers, resources, datasets and code on Deep Learnig applications in Satellite imagery

Dice Dmu_imagery_classification_engine ⭐ 6

DICE is a Deep Learning classification engine applied to Digital Mock-Ups (DMU)

Ml_journal_club ⭐ 5

This will be the site for the Journal Club in my group meeting

Computer Vision For Drone Imaging ⭐ 5

Curated list of resources in the area of aerial/drone imagery

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