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Aug 2, 2024 - Jupyter Notebook
temporal-convolutional-network
Here are 26 public repositories matching this topic...
Audio effect modeling with Deep Learning using Pytorch and synthetic dataset generation with Pedalboard
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Nov 13, 2023 - Jupyter Notebook
This repository contains code and resources for a project focused on predicting traffic volume using Temporal Convolutional Networks (TCNs). Leveraging the Metro Interstate Traffic Volume dataset from 2012-2018, the project aims to develop an accurate model for short- to medium-term traffic volume forecasting in Minneapolis-St Paul, MN.
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Apr 13, 2024 - Jupyter Notebook
Undergraduate group project in which we built an ECG classifier using a TCN-CNN with 97% accuracy
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Oct 2, 2021 - Jupyter Notebook
Temporal Convolutions for Multi-Step Quadrotor Motion Prediction
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Jul 10, 2021 - Python
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"
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Feb 23, 2020 - Python
Build end-to-end Deep Neural Network to translate speech to text (ASR model)
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Nov 8, 2020 - Jupyter Notebook
ETH Zürich Semester Project exploring the possibilities of using Deep Learning to extract vital signs from Radar Data
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May 6, 2024 - Python
Action Classification on Breakfast Dataset using Temporal Convolutional Networks (TCN)
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May 2, 2021 - Python
Modelling Spring Reverb with Neural Audio Effects
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Mar 25, 2024 - Python
Applying Machine Learning Techniques To Assess Whether A Country’s Currency Can Predict The Movement Of Their Respective Stock Market Index
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Feb 18, 2024 - Jupyter Notebook
Multivariate time series analysis on london bike sharing dataset
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Sep 8, 2020 - Jupyter Notebook
Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network
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Dec 19, 2023 - Python
PyTorch implementation of Temporal Convolutional Network
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Apr 26, 2024 - Python
Temporal Convolutional Network for Sequence Modelling
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May 19, 2020 - Python
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation
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May 10, 2023 - C++
comprehensive collection of powerful techniques for time series data visualization, analysis and modeling
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Apr 1, 2020 - Jupyter Notebook
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).
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Jul 22, 2021 - Python
A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data
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May 15, 2022 - Jupyter Notebook
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.
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Sep 1, 2020 - Python
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