Tian-Ze Liu

Stuck during training

6

When I trained PointFlow on shapenet airplane class, it was stuck during training after epoch 9. Does anybody know how to solve this problem? 

Thanks for sharing this wonderful library. If I want to detect corners and edges in point clouds, does this library support it?

How to implement this on the 3d cnn? (ex: video recognition)

Part segmentation for custom dataset

5

Thanks for your sharing! Nice work! If I want to train on my own dataset for part segmentation, does SoftGroup support it? I have transformed my cad files to point...

Data Preprocessing

3

Thanks for your sharing! I have downloaded shapenet dataset, but their format is ".txt".   When I wanted to do "bash DataPreprocessing.sh", there was an error said that the...

Center Frame

1

I want to use 3 seconds clip which has been cut. However, the dataset loading method of my model is openCV. Then, I find that the center frame is not...

ValueError: The channel dimension of the inputs should be defined. Found "None"

1

I ran the code but I found the following bug: raise ValueError('The channel dimension of the inputs ' ValueError: The channel dimension of the inputs should be defined. Found "None"...

multi-class AsymmetricUnifiedFocalLoss

6

Thanks for your sharing! If I want to use multi-class AsymmetricUnifiedFocalLoss, is current version available?

forward() missing 1 required positional argument: 'rel_pos'

1

When I wanted to train dataset, I met following problems.  What is "rel_pos"? Perhaps shared_transformer.py file should add "rel_pos" parameter in Class SharedTransformer ? 

How to set different learning rate scheduler like ReduceLROnPlateau and StepLR when training yolo v10? I see there is a default learning schedule (cos_lr) in "ultralytics/cfg/default.yaml" if we set cos_lr...