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alt

Non-contact real-time heartbeats and respiration monitoring using Artificial Light Texture (ALT).

awesome-wifi-csi-sensing

A list of awesome papers and cool resources on WiFi CSI sensing.

cdcs

Cross-Domain Deep Code Search with Few-Shot Learning

cdtrans

[ICLR2022] CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation

cseye

Public repository for WiFiEye

dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

ddc-transfer-learning

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

deeplearning-models

A collection of various deep learning architectures, models, and tips

densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

densepose_from_wifi

Using of the WiFi signal in combination with deep learning architectures, commonly used in computer vision, to estimate dense human pose correspondence.

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

fall_detection_actions

An AI system that generates video analytics based on movement-related events of a person in a room using a live camera feed which includes logging of the activities performed by the person. We use computer vision to classify the actions and the keypoint velocity-based algorithm to detect the fall events.

falldetection_openpifpaf

Fall Detection using OpenPifPaf's Human Pose Estimation model

few-shot-vit

vit for few-shot classification

fskd

hapticvision

Real-time object detection and depth recognition for hapwrap technology.

kernel_two_sample_test

A python implementation of the kernel two-samples test as in Gretton et al 2012 (JMLR).

learn2learn

A PyTorch Library for Meta-learning Research

librealsense

Intel® RealSense™ SDK

linformer

Implementation of Linformer for Pytorch

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

metalearning-tf2.0

Meta learning framework with Tensorflow 2.0

ml-application-on-network

Offering recent HAR papers collection

mmfi_dataset

Libraries and usage example for our MMFi Dataset

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

multi-modal-ml

This repo collects Multi-modal Machine Learning papers.

nexmon

The C-based Firmware Patching Framework for Broadcom/Cypress WiFi Chips that enables Monitor Mode, Frame Injection and much more

nexmon_csi

Channel State Information Extraction on Various Broadcom Wi-Fi Chips

pose2mesh_release

Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020