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LLAMAS, Keypoint-based lane detection, LSTR and more

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@voldemortX voldemortX released this 01 Jul 03:06
· 102 commits to master since this release
80ca7bb

2021Q2 release:
We now support the LLAMAS dataset, our version of SCNN-VGG16 reached the 2nd place on this benchmark!
Reduced ResNet18 backbone for lane detection.
Keypoint transforms refactored and keypoint-based lane detection is supported.
LSTR is supported with much faster training speed (3x), and fair FPS evaluation.
Various bug fixes, including a BC-Breaking lane detection testing scheme fix that boosted F1 score on TuSimple. #13