1d-convolution

This repository provides the code used to create the results presented in "Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles".

deep-learning waveform regression cnn lidar convolutional-neural-networks uncertainty-estimation gedi bayesian-deep-learning 1d-convolution 1d-cnn deep-ensembles

Updated Nov 4, 2021
Python

com526000-deep-learning / protein-family

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Protein structure prediction using 1d CNN and GRU 🧬

deep-learning protein-structure gru classification 1d-convolution

Updated Aug 31, 2021
Python

imran789924 / Bengali_news_classification

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Bengali Newses are classified in six catagories. This is done by first extracting the semantics of Bengali words using word2vec. Then using those semantics, all the news are classified. Bengali NLP resources are not very rich compared to other languages. This is a complete project that includes Bengali word embedding, data cleaning using word st…

neural-network nlp-machine-learning 1d-convolution stopwordsbengali

Updated Jul 4, 2021
Python

Bsingstad / Pulse2Pulse

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DeepFake ECG generator based on 1D Convoloutional Neural Networks

deep-neural-networks ecg 1d-convolution deep-fake

Updated Jun 8, 2021
Python

wmylxmj / Deep-Piano

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Play The Piano With Deep Learning 用深度学习弹钢琴 2019-5-22

deep-learning midi piano music-generator sequence-models 1d-convolution sequence-generator

Updated Mar 15, 2021
Python

yaonuma / Occupancy_Detection

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1DConvNet applied to room occupancy detection based on data from several environment sensors. Data courtesy of the UCI Machine Learning Repository.

data-science machine-learning convolutional-neural-networks 1d-convolution

Updated Nov 22, 2020
Python

nikopetr / one-dimensional-convolution

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1-D convolution implementation using Python and CUDA

python cuda convolution 1d-convolution

Updated Nov 5, 2020
Python

LahiruJayasinghe / RUL-Net

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Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

regression convolutional-neural-networks sensor-fusion remaining-useful-life long-short-term-memory 1d-convolution lstm-cnn augmentaiton

Updated Oct 2, 2020
Python

harryjdavies / Python1D_CNNs

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1D convolutional neural networks for activity recognition in python.

machine-learning ai keras activity-recognition pytorch classification cnn-keras 1d-convolution cnn-pytorch

Updated Apr 24, 2020
Python

linksense / ConvolutionaNeuralNetworksToEnhanceCodedSpeech

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In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral d…