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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 631–640 of 744 papers

Title	Date	Tasks	Status	Hype
Differential Recurrent Neural Network and its Application for Human Activity Recognition	May 9, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach	May 9, 2019	Activity RecognitionBIG-bench Machine Learning	—Unverified	0
Multivariate Time Series Classification using Dilated Convolutional Neural Network	May 5, 2019	Activity RecognitionClassification	CodeCode Available	0
Human Activity Recognition Using Visual Object Detection	May 2, 2019	Activity RecognitionBIG-bench Machine Learning	—Unverified	0
Human Activity Recognition Using LSTM-RNN Deep Neural Network Architecture	May 2, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
Segmented convolutional gated recurrent neural networks for human activity recognition in ultra-wideband radar	Apr 27, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
Subject Cross Validation in Human Activity Recognition	Apr 4, 2019	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks	Mar 29, 2019	Activity RecognitionGenerative Adversarial Network	—Unverified	0
Few-Shot Learning-Based Human Activity Recognition	Mar 25, 2019	Activity RecognitionFew-Shot Learning	—Unverified	0
Attention-based Convolutional Neural Network for Weakly Labeled Human Activities Recognition with Wearable Sensors	Mar 24, 2019	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