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2017summer_duke

Deep learning based semantic segmentation on satellite images

arcgis-sentinel2-download-tools

ArcGIS Python Toolbox for Search & Download of Sentinel-2 data (L1C/TOA, L2A/BOA) via DHuS (Copernicus Open Access Hub a.k.a. SciHub, or CODE-DE).

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

cardiacseg-master

Base on SegNet(FCN)，A new method of Cardiac Image Segmentation.

cloud-masking-sentinel2

Cloud masking of Sentinel 2 using Google Earth Engine

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-unet-for-satellite-image-segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

deepresearch

This repository is the collection of research papers in Deep learning, computer vision and NLP.

delineation-tool

Boundary delineation tool developed for its4land

eye-in-the-sky

Satellite Image Classification using semantic segmentation methods in deep learning

hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images.

image-segmentation-keras

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

imageprocessing-python

该资源为作者在CSDN的撰写Python图像处理文章的支撑，主要是Python实现图像处理、图像识别、图像分类等算法代码实现，希望该资源对您有所帮助，一起加油。

instancesegmentation_sentinel2

Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

machine_learning_remote_sensing

machinelearninglab

Some experiments about Machine Learning

mask_rcnn

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

mmdetection

OpenMMLab Detection Toolbox and Benchmark

models

Models and examples built with TensorFlow

object-detection-from-multispektral-satellite-images

A system that will detect the objects and classify the scene in satellite images.

objectdetectionapi

pigface train and detection

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

python

All Algorithms implemented in Python

pytorch-enet

PyTorch implementation of ENet

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

satellite-image-object-detection

YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).