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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 551–560 of 744 papers

Title	Date	Tasks	Status	Hype
Stacked Generalization for Human Activity Recognition	Sep 22, 2020	Activity RecognitionBIG-bench Machine Learning	—Unverified	0
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model	Sep 20, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
Personalization in Human Activity Recognition	Sep 1, 2020	Activity RecognitionDiversity	—Unverified	0
A benchmark of data stream classification for human activity recognition on connected objects	Aug 27, 2020	Activity RecognitionClassification	CodeCode Available	0
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks	Aug 26, 2020	Activity RecognitionGenerative Adversarial Network	—Unverified	0
An Intelligent Non-Invasive Real Time Human Activity Recognition System for Next-Generation Healthcare	Aug 6, 2020	Activity RecognitionBIG-bench Machine Learning	—Unverified	0
SpinAPS: A High-Performance Spintronic Accelerator for Probabilistic Spiking Neural Networks	Aug 5, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition Algorithm	Aug 3, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
Towards Deep Clustering of Human Activities from Wearables	Aug 2, 2020	Activity RecognitionClustering	—Unverified	0
Creating a Large-scale Synthetic Dataset for Human Activity Recognition	Jul 21, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0

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All datasets RHM OAD dataset PAMAP2 HAR HMDB51 MM-Fit Radar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)UCF-101

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Dual-Stream C3D	Accuracy (Top-1)	71.06	—	Unverified
2	C3D	Accuracy (Top-1)	70.3	—	Unverified
3	Dual-Stream ConvNet	Accuracy (Top-1)	62.77	—	Unverified
4	SlowFast (101)	Accuracy (Top-1)	45.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ESTIE + VGG16 (transfer-learning)	Accuracy	95.22	—	Unverified
2	STIE + VGG16 (transfer-learning)	Accuracy	94.77	—	Unverified
3	STIE + VGG16(fine-tuning)	Accuracy	86.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AFVF	Accuracy	0.97	—	Unverified
2	Selective HAR Clustering	NMI	0.88	—	Unverified
3	Unsupervised embedding learning for human activity recognition using wearable sensor data	NMI	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LMSS	Accuracy	1	—	Unverified
2	AFVF	Accuracy	0.99	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	61.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	unsupervised statistical feature guided diffusion model	F1 - macro	0.44	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DIAT-RadHARNet	1:1 Accuracy	99.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	89.5	—	Unverified