ProDA icon indicating copy to clipboard operation
ProDA copied to clipboard

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

Results 22 ProDA issues
Sort by recently updated
recently updated
newest added

Thanks for sharing your fantastic work! I am using your code with PyTorch version >= 1.6.0. And it seems that the operation of F.affine_grid() & F.grid_sample() has been changed leading...

Hi! The idea is amazing, may I ask how to train it using my own dataset(only with images and labels) ?

this amazing performance improvements kill this area!!!!!!!!!!

when I run tran.py ```txt python train.py --name gta2citylabv2_stage1Denoise --used_save_pseudo --ema --proto_rectify --moving_prototype --path_soft Pseudo/gta2citylabv2_warmup_soft --resume_path ./pretrained/gta2citylabv2_warmup/from_gta5_to_cityscapes_on_deeplabv2_best_model.pkl --proto_consistW 10 --rce --regular_w 0.1 ``` ```txt Traceback (most recent call last): File...

How many classes have you used in the warmup training of Synthia - > cityscapes? Can you provide the warmup training command of Synthia - > cityscapes as an example?...

I changed 19classes to 13classes, but I get the same error as above.

Bumps [scipy](https://github.com/scipy/scipy) from 1.1.0 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...

dependencies

Hello, may I ask about the S_pseudo and threshold settings during the three stages of training ?

The function calc_prototype in calc_prototype.py, why does the program need to run for 4 epochs?

How to create the visualization of the feature space ![image](https://user-images.githubusercontent.com/39433014/222938153-8f811a0f-876f-4b0a-a71c-95cce8c1b8f8.png)