nbv_grasping/datasets/dataset_factory.py

35 lines
1.1 KiB
Python
Raw Permalink Normal View History

2024-10-09 16:13:22 +00:00
import sys
import os
path = os.path.abspath(__file__)
for i in range(2):
path = os.path.dirname(path)
PROJECT_ROOT = path
sys.path.append(PROJECT_ROOT)
from datasets.dataset import AdvancedDataset
from datasets.nbv_1.nbv_1_dataset import NextOneBestViewDataset
class DatasetFactory:
@staticmethod
def create(config) -> AdvancedDataset:
source = config["source"]
if source == "nbv1":
return NextOneBestViewDataset(config)
''' ------------ Debug ------------ '''
if __name__ == "__main__":
from configs.config import ConfigManager
ConfigManager.load_config_with('/home/data/hofee/project/ActivePerception/ActivePerception/configs/server_train_config.yaml')
ConfigManager.print_config()
dataset = DatasetFactory.create(ConfigManager.get("settings", "test", "dataset_list")[1])
print(len(dataset))
data_test = dataset.__getitem__(107000)
print(data_test['src_path'])
import pickle
# with open("data_sample_new.pkl", "wb") as f:
# pickle.dump(data_test, f)