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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 331–340 of 744 papers

Title	Date	Tasks	Status	Hype
Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers	Jan 17, 2023	Activity RecognitionBinary Classification	—Unverified	0
Unleashing the Power of Shared Label Structures for Human Activity Recognition	Jan 1, 2023	Activity RecognitionDecoder	—Unverified	0
Human Activity Recognition from Wi-Fi CSI Data Using Principal Component-Based Wavelet CNN	Dec 26, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition	Dec 23, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Human Activity Recognition in an Open World	Dec 23, 2022	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments	Dec 10, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Towards Stroke Patients' Upper-limb Automatic Motor Assessment Using Smartwatches	Dec 9, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition	Dec 7, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Applications of human activity recognition in industrial processes -- Synergy of human and technology	Dec 5, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition	Dec 2, 2022	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