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Update README.md
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yanwu-ge committed Oct 20, 2020
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# Res-GCNN
residual graph cnn for trajectory prediction, used in autonomous vehicles


ETH HOTEL UNIV ZARA1 ZARA2 AVG

Social-STGCNN 0.36/0.63 0.64/1.11 0.37/0.66 0.49/0.85 0.37/0.65 0.44/0.79
0.36/0.63
0.34/0.53 0.35/0.58
0.30/0.48 0.36/0.63
0.44/0.75
250+2txp+tcn3x1
+ all res 0.62/1.13 0.35/0.55 0.43/0.84 0.31/0.53 0.27/0.45 0.39/0.70
200epoch复现
3740paras 0.71/1.51 0.36/0.64 0.41/0.75 0.31/0.52 0.26/0.43
修高model.py184行,self.n_txpcnn-0 5.06/5.97
0.81/1.69 4.93/5.75
0.44/0.78 1.62/1.63
0.41/0.77 1.53/1.54
0.31/0.52 1.45/1.47
0.26/0.44 2.92/3.27

修高model.py184行,self.n_txpcnn-1
+188行
model_2 0.35/0.61
0.65/1.23 0.34/0.61
0.32/0.52 0.29/0.50
0.40/0.77 0.34/0.60
0.30/0.50 0.35/0.63
0.26/0.44 0.33/0.59
0.39/0.69
配置同上行,epoch由200改为250
Model4 0.34/0.61
0.67/1.33 0.34/0.61
0.34/0.52 0.29/0.49
0.39/0.75 0.33/0.59
0.29/0.50 0.34/0.62
0.25/0.42 0.33/0.58
0.39/0.71
配置同上行,epoch由200改为170
Model5 0.34/0.60
0.78/1.64 0.34/0.62
0.34/0.56 0.29/0.51
0.40/0.76 0.33/0.60
0.30/0.51 0.34/0.62
0.26/0.44 0.33/0.59
0.42/0.78
修高model.py184行,self.n_txpcnn-1
+187行 1.40/2.17
0.69/1.41 1.27/1.97
0.30/0.46 1.11/1.56
0.39/0.73 1.08/1.62
0.30/0.52 1.01/1.56
0.25/0.43 1.17/1.77
0.39/0.71
改为Adam,150epochs
Model_7 0.32/0.58
0.85/1.39 0.32/0.58
0.35/0.53 0.30/0.49
0.39/0.73 0.33/0.60
0.29/0.52 0.35/0.62
0.24/0.41 0.33/0.58
0.42/0.72
打开Utils.pu 75 76行
Model_8

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