Skip to content

Commit c321f8e

Browse files
committed
Update README with dataset download instructions and descriptions
1 parent e13aeca commit c321f8e

File tree

1 file changed

+31
-0
lines changed

1 file changed

+31
-0
lines changed

data/README.md

Lines changed: 31 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -68,6 +68,37 @@ This folder utilizes multiple time-series datasets for classification tasks acro
6868
- **No. of Classes**: 2
6969
- **Description**: The SelfRegulationSCP1 dataset consists of EEG signals related to self-regulation through slow cortical potentials (SCPs). Each instance contains 896 time steps, and the classification task is binary.
7070

71+
### 9. **UniMiB-SHAR**
72+
- **Type**: Human Activity Recognition (HAR)
73+
- **Train Size**: 4,601
74+
- **Validation Size**: 1,454
75+
- **Test Size**: 1,524
76+
- **Length**: 151 time steps
77+
- **No. of Classes**: 9
78+
- **Description**: The UniMiB-SHAR dataset is used for classifying human activities based on sensor data. It contains training, validation, and test sets with 151 time steps per instance.
79+
80+
### 10. **Leotta_2021**
81+
- **Type**: Human Activity Recognition (HAR)
82+
- **Train Size**: 2,391
83+
- **Validation Size**: 1,167
84+
- **Test Size**: 1,987
85+
- **Length**: 300 time steps
86+
- **No. of Classes**: 18
87+
- **Description**: The Leotta 2021 dataset includes sensor data for various activities and is used for classifying 18 different activities. Each instance consists of 300 time steps.
88+
89+
## Downloading Datasets
90+
91+
1. **Time-Series Classification Datasets**:
92+
You can download the majority of the datasets used in this project from the UCR/UEA Time Series Classification repository:
93+
[https://timeseriesclassification.com/dataset.php](https://timeseriesclassification.com/dataset.php)
94+
95+
2. **UniMiB-SHAR Dataset**:
96+
The UniMiB-SHAR dataset can be downloaded directly from the files provided in the `UniMiB-SHAR` folder of this project.
97+
98+
3. **Leotta_2021 Dataset**:
99+
The Leotta 2021 dataset can be downloaded from the files provided in the `Leotta_2021` folder of this project.
100+
101+
71102
## Data Preprocessing Steps
72103

73104
1. **Loading the Data**:

0 commit comments

Comments
 (0)