Mrmoore98 / VectorMapNet_code

This is the official code base of VectorMapNet (ICML 2023)
https://tsinghua-mars-lab.github.io/vectormapnet/
GNU General Public License v3.0
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Some question in paper #4

Closed ponyyangzeng closed 2 years ago

ponyyangzeng commented 2 years ago
  1. Does 1 query be responsible for 1 instance lane?
  2. How to predict all points of a lane in parallel?
  3. In key points detection stage, is output shape like (N, k, 2), (N, _clsnum), where N is _numquery, k is _num_keypoint ?
  4. After hungarian matching, will only matched query be used for polyline generation?
Mrmoore98 commented 2 years ago

A1: one element query corresponding to one instance, and one element query has three keypoint query which correspond to a keypoint. A2: polyline generator autoregressively generate each point of the lane, but we can decode the all lanes in parallel. A3: Yes A4: Yes