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tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

twitter-gen-classifier-pt

A supervised learning approach with Python to automatically identify gender in a Portuguese Twitter profile.

twostagevae

u8g2

U8glib library for monochrome displays, version 2

ua-mt

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

uav-motion-planner-ensemble

A Matlab motion planner ensemble of a global Voronoi model and a local Potential Field model

ubl

An R package for utility-based learning

ucsgnet

The official implementation of the "UCSG-Net - Unsupervised Discovering of Constructive Solid Geometry Tree" paper

unet

unet for image segmentation

urban-informatics-and-visualization

Urban Informatics and Visualization (UC Berkeley CP255)

urban-sound-classification

Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)

urban-sound-classification-1

Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers

urban_sound_classification

urbansound8k

Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.

usr2vec

Learning User Representations

utilityoptimizationregression

Learning Through Utility Optimization in Regression Tasks - DSAA 2017

v4l_grab

video for linux grab

vae-resnet18-pytorch

A Variational Autoencoder based on the ResNet18-architecture

value-stock-screening-scraper-step-1

value-stock-screening-scraper-step-2

Value Stock Screening Scraper Step 2

variational_discriminator_bottleneck

Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVERSE RL, AND GANS BY CONSTRAINING INFORMATION FLOW" (arxiv -> https://arxiv.org/pdf/1810.00821.pdf)

vehicle-counting

Vehicle counting using Pytorch

vehicle-detection

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

video-nonlocal-net

Non-local Neural Networks for Video Classification

video-person-reid

Video-based Person ReID Method Implementations on MARS

vidhoi

The official code and VidHOI dataset for "ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos" (ACM ICMR'21 Workshop on Intelligent Cross-Data Analysis and Retrieval)

vidlankd

Pytorch version of VidLanKD: Improving Language Understanding viaVideo-Distilled Knowledge Transfer

viptt-net

2nd place solution to ImageCLEF 2021 Tuberculosis - TBT classification task.

visdial-bert

Implementation for "Large-scale Pretraining for Visual Dialog" https://arxiv.org/abs/1912.02379