Jeff-sjtu / res-loglikelihood-regression

Code for "Human Pose Regression with Residual Log-likelihood Estimation", ICCV 2021 Oral
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can release the high AP model, e.g. HRNet + RLE (Ours) HRNet-W48 (75.7)? #36

Open zimenglan-sysu-512 opened 2 years ago

Eatzhy commented 2 years ago

读完摘要想法很不错,摘要里这句We show its potential in various human pose estimation tasks with comprehensive experiments.Compared to the conventional regression paradigm, regression with RLE bring 12.4 mAP improvement on MSCOCO without any test-time overhead。实验对比很有意思,值得思考。但是用起来训练不好优化,不如MSE来的直接,权重有的也没给,其他的实验map提升不明显,后面看看mmpose整合后怎么样。