NVlabs / FocalFormer3D

Official PyTorch implementation of FocalFormer3D [ICCV 2023]
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Why is heatmap_box set False in all configs? #12

Closed tengjn closed 10 months ago

tengjn commented 10 months ago

heatmap_box在工程中全部的cfg全部都是false,这样会导致query_box为None且无法进入self.roi_mlp的处理逻辑~ 请教下原因 https://github.com/NVlabs/FocalFormer3D/blob/71da532da79c918c8d67df8a8b1a4ef9e43204c8/projects/configs/focalformer3d/FocalFormer3D_L.py#L246

chenyilun95 commented 10 months ago

When comparing the box-type masking strategy for HIP (Table 5), we observed it gets the worse result. in our experiments. Besides, we found that implementing box supervision on the heatmap did not yield benefits.

tengjn commented 10 months ago

So, which part of the code corresponds to the "Box-pooling module"

chenyilun95 commented 10 months ago

We pool the box query feature via RoI Pooling. Check out the option "roi_feats"