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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 481–490 of 744 papers

Title	Date	Tasks	Status	Hype
Long Term Object Detection and Tracking in Collaborative Learning Environments	Jun 2, 2021	Activity RecognitionActivity Recognition In Videos	—Unverified	0
Similarity Embedding Networks for Robust Human Activity Recognition	May 31, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0
Meta-HAR: Federated Representation Learning for Human Activity Recognition	May 31, 2021	Activity PredictionActivity Recognition	CodeCode Available	1
Quantization and Deployment of Deep Neural Networks on Microcontrollers	May 27, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition	May 18, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Evaluating Deep Neural Network Ensembles by Majority Voting cum Meta-Learning scheme	May 9, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0
Human Activity Recognition Models in Ontology Networks	May 5, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0
Three-stream network for enriched Action Recognition	Apr 27, 2021	Action RecognitionActivity Recognition	—Unverified	0
Continual Learning in Sensor-based Human Activity Recognition: an Empirical Benchmark Analysis	Apr 19, 2021	Activity RecognitionContinual Learning	—Unverified	0
Personalized Semi-Supervised Federated Learning for Human Activity Recognition	Apr 15, 2021	Active LearningActivity 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