Update README.md
Browse filesInitial upload: AVDD-TCMI dataset (HDS + SDS) β 13.5GB
README.md
CHANGED
|
@@ -8,13 +8,14 @@ tags:
|
|
| 8 |
- depression
|
| 9 |
- audio
|
| 10 |
- vedio
|
|
|
|
| 11 |
size_categories:
|
| 12 |
- 1K<n<10K
|
| 13 |
task_categories:
|
| 14 |
- classification
|
| 15 |
- Depression detection
|
| 16 |
---
|
| 17 |
-
|
| 18 |
|
| 19 |
## Introduction
|
| 20 |
The **AVDD-TCMI dataset** is a multimodal dataset for depression detection. Our dataset comprises a total of 1,230 valid samples, including 969 non-depressed individuals and 261 depressed individuals. It contains two primary subsets:
|
|
@@ -22,18 +23,18 @@ The **AVDD-TCMI dataset** is a multimodal dataset for depression detection. Our
|
|
| 22 |
- **SDS (Student Depression Subset):** SDS is collected from a middle school and contains 948 valid samples, including 810 non-depressed and 138 depressed volunteer students.
|
| 23 |
|
| 24 |
## Structure
|
| 25 |
-
AVDD-TCMI-dataset
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
|
| 38 |
## Data Splits
|
| 39 |
This dataset is not pre-split into train/validation/test. Users should perform their own split.
|
|
|
|
| 8 |
- depression
|
| 9 |
- audio
|
| 10 |
- vedio
|
| 11 |
+
- TCM
|
| 12 |
size_categories:
|
| 13 |
- 1K<n<10K
|
| 14 |
task_categories:
|
| 15 |
- classification
|
| 16 |
- Depression detection
|
| 17 |
---
|
| 18 |
+
## AVDD-TCMI Dataset
|
| 19 |
|
| 20 |
## Introduction
|
| 21 |
The **AVDD-TCMI dataset** is a multimodal dataset for depression detection. Our dataset comprises a total of 1,230 valid samples, including 969 non-depressed individuals and 261 depressed individuals. It contains two primary subsets:
|
|
|
|
| 23 |
- **SDS (Student Depression Subset):** SDS is collected from a middle school and contains 948 valid samples, including 810 non-depressed and 138 depressed volunteer students.
|
| 24 |
|
| 25 |
## Structure
|
| 26 |
+
AVDD-TCMI-dataset
|
| 27 |
+
-HDS/
|
| 28 |
+
--0/
|
| 29 |
+
---- 0_tcm/ # regional features extracted based on TCM facial inspection (images)
|
| 30 |
+
---- 0_acoustic.csv # audio_features
|
| 31 |
+
---- 0_visual.csv # video_features
|
| 32 |
+
---- ...
|
| 33 |
+
-SDS/
|
| 34 |
+
--0/
|
| 35 |
+
--...
|
| 36 |
+
-HDS_labels.csv # id,label (0=non-depressed,1=depressed),gender (f=female,m=male)
|
| 37 |
+
-SDS_labels.csv
|
| 38 |
|
| 39 |
## Data Splits
|
| 40 |
This dataset is not pre-split into train/validation/test. Users should perform their own split.
|