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8 search results found

Geospatial Machine Learning ⭐ 196

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

Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

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

Hsi_classification ⭐ 98

Classification for hyperspectral imagery

Ml_objectdetection_cafo ⭐ 48

Repository containing model development, training, and execution for the CAFO satellite imagery detection process.

Eeg Adapt ⭐ 39

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

Unstructured Change Detection Using Cnn ⭐ 34

Unstructured Change detection in satellite imagery

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

Planesnet Detector ⭐ 23

Detect airplanes in Planet imagery using machine learning

Cnn Mi Bci ⭐ 21

CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")

Shipsnet Detector ⭐ 19

Detect container ships in Planet imagery using machine learning

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.

Super Resolution for Satellite Imagery

Bci_mi_wavelet_cnn ⭐ 10

Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network

Cnn Remotesensing ⭐ 9

Detecting shrubs with convolutional neural network from Google Earth imagery

A CNN for remotely sensed imagery, with emphasis on the IO pipeline to construct and apply the model.

Object-based CNN

Fcn 4s For Building Extraction ⭐ 8

Building Extraction based on FCN-4s

Hyperspectral Imagery Classification ⭐ 7

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

Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"

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)

Cnn_sea_turtle_detection ⭐ 5

Code for Methods in Ecology and Evolution paper: "A Convolutional Neural Network for Detecting Sea Turtles in Drone Imagery"

Satellite_imagery_ml ⭐ 5

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