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qianguih / RSNet

This is the official implementation of RSNet.
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Quesion about Blocks #1

Open sshaoshuai opened 6 years ago

sshaoshuai commented 6 years ago

Hi, Thanks for sharing your codes. I found that each room is splited into several blocks based on stride and block_size, and each block forms a batch which is segmented by the network independently, am I right? If so, there will be a situation that one object (like a chair) is splited into different blocks, then the chair in a block will not be complete, so how could the network segment the incomplete chair well?

Thanks very much.

qianguih commented 6 years ago

Splitting is a widely used strategy in literature because it is usually difficult to consume an entire scene in algorithms. And one object split into blocks could happen. Setting a smaller splitting stride could alleviate this problem in some sense. please refer to section 4.2 of our paper to see how it works.