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Now in trajnet++, all scenes with only the primary pedestrian in the scene, will be removed. When I add these scenes, in the training step, it will have an error:
Because in
trajnetbaselines/lstm/gridbased_pooling.py
, grid, generated byoccupancy()
, the shape of grid maybe wrong in single pedestrain's case. The grid shape is[num_tracks * batch_size, self.pooling_dim, self.n, self.n]
, like[32,2,12,12]
but in code for only one pedestrian, the grid shape is[num_tracks, self.pooling_dim, self.n, self.n]
, like[1,2,12,12]
. It should be[8,12,12,12]
in this case.