文件名称：dhi-segmentation-buildings
文件大小：73.86MB
文件格式：ZIP
更新时间：2024-05-28 04:12:28
JupyterNotebook
集群上的虚拟环境 基本库 跑步 $ conda create -n env_thales python=3.6 numpy pip $ source activate env_dhi $ pip install scipy $ pip install matplotlib $ pip install h5py $ pip install tensorflow-gpu $ conda install -c menpo opencv $ pip install pandas $ conda install gdal $ conda install -c ioos rtree $ pip install centerline $ pip install osmnx $ pip install http://download.pytorch.org/whl/cu90/torch-0.3.1-c
【文件预览】：
dhi-segmentation-buildings-master
----Data_Handle()
--------build_dataset_spacenet.py(7KB)
--------spacenet_data_preprocessing.py(6KB)
--------build_dataset_ghana.py(6KB)
--------data_augmentation.py(2KB)
--------dataset_generator.py(3KB)
--------patches_extraction_ghana.py(6KB)
--------image_utils.py(7KB)
----train_model.ipynb(22KB)
----prepare_datasets.md(6KB)
----real_time_loss_tracker.ipynb(46KB)
----TRAINED_MODELS()
--------RUBV3D2_final_model_spacenet.pth(4.28MB)
--------RUBV3D2_final_model_ghana.pth(4.28MB)
----train_model.py(16KB)
----IOU_computations.py(3KB)
----README.md(6KB)
----predict_and_evaluate.py(10KB)
----predict.ipynb(650KB)
----RUBV3D2.py(7KB)
----Adversarial_domain_adaptation()
--------utils.py(4KB)
--------real_time_loss_adda_tracker.ipynb(44KB)
--------train_adda.ipynb(95.72MB)
--------real_time_classif_tracker_adda.ipynb(54KB)
--------train_adda.py(15KB)
--------balancing_ghana_dataset.ipynb(271KB)
--------discriminator.py(2KB)
--------params.py(2KB)
--------predict_and_evaluate_adda.py(3KB)
----.gitignore(106B)
----evaluation_test_set.py.ipynb(7KB)