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Hand Gesture Recognition on Cambridge Hand Gesture (test)

1,002Model Params

2 CNN + LSTM

Updated 1mo ago

Evaluation Results

Method	Links
2 CNN + LSTM 2023.04		1,002	25.56	97.78	5.38	172	4,096
2 CNN + genRNN (0,1) 2023.04		954	55.56	95.56	5	160	4,096
2 CNN + genRNN (-1,1) 2023.04		954	83.33	95.56	5	160	4,096
2 CNN + GRU 2023.04		952	65.56	95.56	4.88	156	4,096
2 CNN + MGU 2023.04		902	55.56	97.78	4.63	148	4,096
2 CNN + PixelRNN 2023.04		902	87.78	97.78	4.75	152	4,096
2 CNN + SRNN 2023.04		852	83.33	97.78	4.38	140	4,096
1 CNN + LSTM 2023.04		601	28.89	91.11	3.38	108	4,096
1 CNN + genRNN (0,1) 2023.04		553	58.89	94.44	3	96	4,096
1 CNN + genRNN (-1,1) 2023.04		553	84.44	94.44	3	96	4,096
1 CNN + GRU 2023.04		551	58.89	95.56	2.88	92	4,096
1 CNN + MGU 2023.04		501	51.11	92.22	2.63	84	4,096
1 CNN + PixelRNN 2023.04		501	85.56	97.78	2.75	88	4,096
1 CNN + SRNN 2023.04		451	81.11	94.44	2.38	76	4,096
RAW 2023.04		0	-	34.53	-	1.5	1,048,576
Difference Camera 2023.04		0	18.89	-	0.25	-	65,536
Event Camera* 2023.04		0	41.11	-	0.25	-	65,536