IABAcademy
IABAcademy
I did almost the same ,and I have the same problem as yours.It seems that there's some problem with the code.
It is noticed that: even if I feed just one split of the scene into the network , it cannot fit very well , performing badly on both the object...
When you try loading a pretrained model and generating visualized results on validation set : remove model.eval() in file "train.py",function "train".Maybe you will find everything all right.（在train.py里面，模型load进来之后，不要model.eval()，就不会都是”none“，你们也可以试一下）
> In general, calling the model.eval() function does not affect the performance of the model. However, when I was in the training process and the model fit well to the...
Difference from the paper: Learning rate: The default value is 0.0001, while this code uses 0.001 (the learning rate is quite sensitive in this task, and it has been verified...
> That's amazing!How did you manage to do it?I wonder if you use this code or Wu's code.If you have successfully reproduced the paper,please tell me how.Thank you so much
> 如果我只想使用Wu代码复现20CVPR，按照Wu代码中的data_processing，使用data_gt 生成relationships_train.json/relationships_test.json/relationships_validation.json三套文件后，请问还需要再执行”Generate training/evaluation data from estimated segmentations“中的部分吗？请问你的复现成功了吗
> > > > > > > > > 如果我只想使用Wu代码复现20CVPR，按照Wu代码中的data_processing，使用data_gt 生成relationships_train.json/relationships_test.json/relationships_validation.json三套文件后，请问还需要再执行”Generate training/evaluation data from estimated segmentations“中的部分吗？请问你的复现成功了吗 > > 按照我的理解执行”Generate training/evaluation data from estimated segmentations“是从重建的到的inseg.ply中生成三套文件，但使用data_gt是从labels.instances.align.annotated.v2.ply去生成三件套，这个我觉得是可以复现20CVPR，现在我已经成功运行了 也就是说，如果只复现20CVPR，只需要执行”Generate training/evaluation data with GT segmentations“这一部分就足够，之后按照你之前的回答，取消掉util_data.py中133-135行代码，改变config_CVPR21.json中的几个标签：MODEL":...
> > > > > > > > > > > > > > > > > 如果我只想使用Wu代码复现20CVPR，按照Wu代码中的data_processing，使用data_gt 生成relationships_train.json/relationships_test.json/relationships_validation.json三套文件后，请问还需要再执行”Generate training/evaluation data from estimated segmentations“中的部分吗？请问你的复现成功了吗 > > > > 按照我的理解执行”Generate training/evaluation...