For the training set, noise and saturation pixels are synthesized on-the-fly in GyroDVD_model.py. Please refer to RSBlurPipeline.
For the validation and test sets, noise and saturation pixels have already been applied and are included in the released dataset.
GyroVD_Syn_train.tar.gz : 50,500 frames for training.
GyroVD_Syn_train_tau.tar.gz : pre-computed tau. (only required for training.)
GyroVD_Syn_val.tar.gz : 5,000 frames for validation.
GyroVD_Syn_val_tau.tar.gz : pre-computed tau for… See the full description on the dataset page:
https://huggingface.co/datasets/rimchang/GyroDVD.
