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temporal-convolutional-network

Here are 25 public repositories matching this topic...

albertogaspar / dts

A Keras library for multi-step time-series forecasting.

deep-learning time-series recurrent-neural-networks lstm gru seq2seq time-series-forecasting multi-step-ahead-forecasting temporal-convolutional-network

Updated Apr 20, 2023
Python

Altaheri / EEG-ATCNet

Attention temporal convolutional network for EEG-based motor imagery classification

eeg classification attention convolutional-neural-networks motor-imagery temporal-convolutional-network multi-head-self-attention

Updated Mar 20, 2024
Python

3dpose / GnTCN

Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos

human-pose-estimation 3d-human-pose graph-convolution-networks 3d-pose-estimation temporal-convolutional-network multi-person-pose-estimation 3d-multi-person-pose-estimation 3d-human-pose-estimation-absolute

Updated Jun 23, 2021
Python

yuyq96 / D-TDNN

PyTorch implementation of Densely Connected Time Delay Neural Network

speech speaker-recognition speaker-verification speaker-diarization time-delay-neural-network speaker-embedding speaker-adaptation temporal-convolutional-network d-tdnn

Updated May 4, 2023
Python

zzz1515151 / self-supervised_learning_sketch

self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"

deep-learning representation-learning sketch-recognition self-supervised self-supervised-learning temporal-convolutions temporal-convolutional-network free-hand-sketch sketch-retrieval sketch-classificaton rotnet

Updated Feb 24, 2020
Python

francescopapaleo / neural-audio-spring-reverb

Modelling Spring Reverb with Neural Audio Effects

deep-learning neural-network virtual-analog-modelling film-layer temporal-convolutional-network feature-wise-linear-modulation spring-reverb

Updated Mar 25, 2024
Python

tjiagoM / spatio-temporal-brain

A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data

fmri explainability gnn temporal-convolutional-network wandb-agent

Updated May 15, 2022
Jupyter Notebook

CAMMA-public / ConvLSTM-Surgical-Tool-Tracker

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

tracking localization deep-learning analysis detection lstm convolutional-neural-network weakly-supervised-learning temporal-data video-analysis convlstm surgical-tools temporal-convolutional-network endoscopic-images surgical-video surgical-instrument

Updated Sep 1, 2020
Python

olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network

The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.

machine-learning deep-learning geophysics reservoir-characterization seismic-data temporal-convolutional-network

Updated Oct 28, 2021
Python

nesl / tinyodom

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation

Updated May 10, 2023
C++

jakeret / tcn

Temporal Convolutional Network for Sequence Modelling

tensorflow sequence-prediction temporal-convolutional-network

Updated May 19, 2020
Python

atapour / temporal-depth-segmentation

Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).

semantic-segmentation multi-task-learning depth-prediction skip-connections monocular-depth-estimation temporal-convolutional-network

Updated Jul 22, 2021
Python

TomMakesThings / Semi-Supervised-ECG-Classifier

Undergraduate group project in which we built an ECG classifier using a TCN-CNN with 97% accuracy

machine-learning ai deep-learning clustering cnn ecg classification transfer-learning tcn arrhythmia temporal-convolutional-network

Updated Oct 2, 2021
Jupyter Notebook

manupomax / time_series_bible

comprehensive collection of powerful techniques for time series data visualization, analysis and modeling

deep-neural-networks time-series sequential-models sarima dilated-convolution temporal-convolutional-network comprehensive-collection

Updated Apr 1, 2020
Jupyter Notebook

toshalpatel / ActionClassification

Action Classification on Breakfast Dataset using Temporal Convolutional Networks (TCN)

action-classification temporal-convolutional-network

Updated May 2, 2021
Python

morgengramlich / temporal_convolutional_network

PyTorch implementation of Temporal Convolutional Network

pytorch tcn temporal-convolutional-network

Updated Apr 26, 2024
Python

Shurun-Wang / MFTCAN-KNR

Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network

deep-learning emg attention-mechanism motion-estimation temporal-convolutional-network angle-estimation

Updated Dec 19, 2023
Python

LaurentVeyssier / Automatic-Speech-Recognizer

Build end-to-end Deep Neural Network to translate speech to text (ASR model)

deep-neural-networks keras gru rnn speech-to-text ctc-loss asr-model temporal-convolutional-network

Updated Nov 8, 2020
Jupyter Notebook

samuel-looper / quadrotor-tcn

Temporal Convolutions for Multi-Step Quadrotor Motion Prediction

neural-networks quadrotor temporal-convolutional-network

Updated Jul 10, 2021
Python

shakibyzn / London-bike-sharing-time-series-analysis

Multivariate time series analysis on london bike sharing dataset

python exploratory-data-analysis data-visualisation lstm-neural-networks time-series-analysis forcasting vector-autoregression multivariate-timeseries time-series-forecasting temporal-convolutional-network

Updated Sep 8, 2020
Jupyter Notebook

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