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DIP's Projects

downscaling icon downscaling

The downscaling Python script allows to enhance X-ray computed tomography (XCT) images of heterogeneous porous sample and extract pore space geometry without performing a preliminary noise filtering.

drn icon drn

Dilated Residual Networks

drntm-net icon drntm-net

Source code for "Detail Restoration and Tone Mapping Networks for X-Ray Security Inspection."

droc icon droc

Digitial X-Ray Image Manager.

dsfanet icon dsfanet

Code for Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images

dsfanet-1 icon dsfanet-1

Implementation of Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images

dsmscn icon dsmscn

Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

dsrg icon dsrg

Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR 2018).

dtcdscn icon dtcdscn

the implementation of the paper"Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model "

earth icon earth

Application for processing and analysing Earth observation data

earthengine-py-notebooks icon earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

earthmapper icon earthmapper

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

eco icon eco

Matlab implementation of the ECO tracker.

elci icon elci

ELCI: Edge-based Labeled Crack Image

eurosat icon eurosat

Train Convolutional Neural Network to predict land cover type from multispectral Sentinel-2 satellite imagery

eurosat-1 icon eurosat-1

EuroSAT: Land Use and Land Cover Classification with Sentinel-2

examplemodels icon examplemodels

A collection of example models generated with the ENVI Modeler.

far-ho icon far-ho

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

farmerbuddy icon farmerbuddy

FarmerBuddy is a tool designed to help farmers best care for their drops. Detect crop disease by image of plant leaf. Uses Crowd AI PlantVillage dataset and transfer learning on Google's InceptionV3 model trained on ImageNet data set to identify disease. Then leverages LIME to determine which area of the leaf displays characteristics of the disease in order to teach the farmer how to spot it in the future.

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