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Keypoints.tar.gz

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+oid sha256:daf93b63af7663ef07988e2dcdc04400029fc1a82ed1afe101ff93a6c0a62441
+size 2598001567

README.md

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----
-license: mit
----
+# Packages Check
+The complete file list is shown below.
+
+```shell
+.
+├── CPR_Dataset_S0.tar.gz.00            # 10 GB
+├── CPR_Dataset_S0.tar.gz.01            # 10 GB
+├── CPR_Dataset_S0.tar.gz.02            # 10 GB
+├── CPR_Dataset_S0.tar.gz.03            # 10 GB
+├── CPR_Dataset_S0.tar.gz.04            # 10 GB
+├── CPR_Dataset_S0.tar.gz.05            # 10 GB
+├── CPR_Dataset_S0.tar.gz.06            # 10 GB
+├── CPR_Dataset_S0.tar.gz.07            # 5.4 GB
+├── CPR_Dataset_S1.tar.gz.00            # 10 GB
+├── CPR_Dataset_S1.tar.gz.01            # 10 GB
+├── CPR_Dataset_S1.tar.gz.02            # 10 GB
+├── CPR_Dataset_S1.tar.gz.03            # 10 GB
+├── CPR_Dataset_S1.tar.gz.04            # 10 GB
+├── CPR_Dataset_S1.tar.gz.05            # 10 GB
+├── CPR_Dataset_S1.tar.gz.06            # 10 GB
+├── CPR_Dataset_S1.tar.gz.07            # 4.9 GB
+├── CPR_Double_Dataset_S0.tar.gz.00     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.01     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.02     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.03     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.04     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.05     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.06     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.07     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.08     # 10 GB
+├── CPR_Double_Dataset_S0.tar.gz.09     # 2.7 GB
+├── CPR_Double_Dataset_S1.tar.gz.00     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.01     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.02     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.03     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.04     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.05     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.06     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.07     # 10 GB
+├── CPR_Double_Dataset_S1.tar.gz.08     # 9.6 GB
+├── SupC14_Dataset.tar.gz               # 9.1 GB
+├── SupDC59_Dataset.tar.gz.00           # 10 GB
+├── SupDC59_Dataset.tar.gz.01           # 10 GB
+├── SupDC59_Dataset.tar.gz.02           # 10 GB
+├── SupDC59_Dataset.tar.gz.03           # 8.9 GB
+├── SupMC15_Dataset.tar.gz.00           # 10 GB
+├── SupMC15_Dataset.tar.gz.01           # 10 GB
+├── SupMC15_Dataset.tar.gz.02           # 6.0 GB
+├── Keypoints.tar.gz                    # 2.5 GB
+└── ann.tar.gz                          # 128KB
+```
+
+# Run the Preprocessing Script
+We have written the preprocessing code of the CPR-Coach dataset. The preprocessing includs a series of merge, decompression and deletion operations.
+The whole process may take 20-30 minutes.
+Since the parallel processing is adopted, program interruption should be avoided.
+After running the `process.sh` file, you can get the entire dataset.
+
+```shell
+sh ./process.sh
+```
+
+# Dataset Check
+After the preprocessing, make sure that the structure of the dataset is same with the follow.
+The total size of the dataset should be `451 GB`.
+
+```shell
+.
+├── CPR_Dataset_S0
+│   ├── C00_S0
+│   ├── C01_S0
+│   ├── C02_S0
+│   └── ...
+├── CPR_Dataset_S1
+│   ├── C00_S1
+│   ├── C01_S1
+│   ├── C02_S1
+│   └── ...
+├── CPR_Double_Dataset_S0
+│   ├── DC00_S0
+│   ├── DC01_S0
+│   ├── DC02_S0
+│   └── ...
+├── CPR_Double_Dataset_S1
+│   ├── DC00_S1
+│   ├── DC01_S1
+│   ├── DC02_S1
+│   └── ...
+├── SupC14_Dataset
+│   ├── SupC00
+│   ├── SupC01
+│   ├── SupC02
+│   └── ...
+├── SupDC59_Dataset
+│   ├── SupDC00
+│   ├── SupDC01
+│   ├── SupDC02
+│   └── ...
+├── SupMC15_Dataset
+│   ├── SupMC00
+│   ├── SupMC01
+│   ├── SupMC02
+│   └── ...
+├── Keypoints
+│   ├── all_errors_keypoints.pkl
+│   ├── double_errors_keypoints.pkl
+│   ├── test_keypoints.pkl
+│   └── train_keypoints.pkl
+├── ann
+│   ├── ActionList.txt
+│   ├── all_errors_testlist.txt # Contains All paired-, triple- and quad-errors Samples
+│   ├── double_errors_testlist.txt # Contains paired-errors Samples
+│   ├── testlist.txt # Used for Single-class Testing
+│   ├── testlist_of.txt # Used for Single-class Testing (Optical Flow)
+│   ├── trainlist.txt # Used for Single-class Training
+│   ├── trainlist_of.txt # Used for Single-class Training (Optical Flow)
+│   └── triquad_errors_testlist.txt # Contains triple- and quad-errors Samples
+└── process.sh
+```
+
+# Dataset Structure Description
+
+In the initial version of the dataset, we only collected videos of a single person dressed in two different clothes. 
+And only 59 types of double errors composite actions were explored. 
+These data exist in `CPR_Dataset_S0`, `CPR_Dataset_S1`, `CPR_Double_Dataset_S0` and `CPR_Double_Dataset_S1`.
+
+We put the initial version of this work into CVPR-2023, and the reviewers gave us valuable suggestions: further enrich the types of samples and composite errors.
+
+Therefore, we subsequently improved this dataset and recruited several volunteers to conduct supplementary data collection. These data are stored in `SupC14_Dataset`, `SupDC59_Dataset` and `SupMC15_Dataset`. We divided these samples in the `ann` directory.
+

SupC14_Dataset.tar.gz

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+size 9683930812

ann.tar.gz

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