D-X-Y / landmark-detection

Four landmark detection algorithms, implemented in PyTorch.
https://xuanyidong.com/assets/projects/TPAMI-2020-SRT.html
MIT License
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Novice ask a question #58

Open Rookie-CV opened 4 years ago

Rookie-CV commented 4 years ago

Hello, I am a newcomer in the field of computer vision. According to the instructions you gave on github, I downloaded the pre-trained model in snapshots on Google Cloud and found that NME = 4.04, but it was 3.96 in the training log. I would like to ask what is the reason for this?Is it because the source code of the project is not fully given? I know this question might be idiot, but please forgive me for being a novice.Thanks.

D-X-Y commented 4 years ago

Would you mind to provide the project name (SBR or SAN)? In addition, please provide the Python version and PyTorch version?

Rookie-CV commented 4 years ago

I am so sorry. The project is SAN. And Python 3.6.9 with Pytorch 0.4.1

D-X-Y commented 4 years ago

I'm not sure about the reasons, the source codes of SAN are all released. The log and pre-trained model on Google Drive also uses the same codes as in this repo. Right now, I'm working on another project. Once I have some spare time, I will look into this problem.

QcQcM commented 3 years ago

I have met the same question when I use SAN code to train and test. the evaluation result of epoch 99 printed by training is :(nms on 3 datasets is 3.56,8.44,4.51) 2020-12-08 14-35-41 的屏幕截图 but when I load the checkpoint and evaluate, the result is different(nms on 3 datasets is 3.71,8.57,4.66). 2020-12-08 14-40-40 的屏幕截图