Commit
·
da63d33
1
Parent(s):
cc62ccf
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,63 @@
|
|
| 1 |
---
|
| 2 |
license: cc-by-nc-nd-4.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: cc-by-nc-nd-4.0
|
| 3 |
+
task_categories:
|
| 4 |
+
- video-classification
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
tags:
|
| 8 |
+
- code
|
| 9 |
---
|
| 10 |
+
|
| 11 |
+
# Hand Gesture Recognition Dataset
|
| 12 |
+
The dataset consists of videos showcasing individuals demonstrating 5 different hand gestures (*"one", "four", "small", "fist", and "me"*). Each video captures a person prominently displaying a single hand gesture, allowing for accurate identification and differentiation of the gestures.
|
| 13 |
+
|
| 14 |
+
The dataset offers a diverse range of individuals performing the gestures, enabling the exploration of variations in hand shapes, sizes, and movements across different individuals.
|
| 15 |
+
|
| 16 |
+
The videos in the dataset are recorded in reasonable lighting conditions and with adequate resolution, to ensure that the hand gestures can be easily observed and studied.
|
| 17 |
+
|
| 18 |
+
### The dataset's possible applications:
|
| 19 |
+
- hand gesture recognition
|
| 20 |
+
- gesture-based control systems
|
| 21 |
+
- virtual reality interactions
|
| 22 |
+
- sign language analysis
|
| 23 |
+
- human pose estimation and action analysis
|
| 24 |
+
- security and authentication systems
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
|
| 28 |
+
# Get the Dataset
|
| 29 |
+
|
| 30 |
+
### This is just an example of the data
|
| 31 |
+
|
| 32 |
+
If you need access to the entire dataset, contact us via **[[email protected]](mailto:[email protected])** or leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market?utm_source=huggingface)**
|
| 33 |
+
|
| 34 |
+
# Content
|
| 35 |
+
|
| 36 |
+
- **files**: includes folders corresponding to people and containing videos with 5 different shown gestures, each file is named according to the captured gesture
|
| 37 |
+
- **.csv** file: contains information about files in the dataset
|
| 38 |
+
|
| 39 |
+
### Hand gestures in the dataset:
|
| 40 |
+
- "one"
|
| 41 |
+
- "four"
|
| 42 |
+
- "small"
|
| 43 |
+
- "clenched fist"
|
| 44 |
+
- "me"
|
| 45 |
+
|
| 46 |
+
### File with the extension .csv
|
| 47 |
+
|
| 48 |
+
includes the following information:
|
| 49 |
+
|
| 50 |
+
- **set_id**: id of the set of videos,
|
| 51 |
+
- **one**: link to the video with "one" gesture,
|
| 52 |
+
- **four**: link to the video with "four" gesture,
|
| 53 |
+
- **small**: link to the video with "small" gesture,
|
| 54 |
+
- **fist**: link to the video with "fist" gesture,
|
| 55 |
+
- **me**: link to the video with "me" gesture
|
| 56 |
+
|
| 57 |
+
# Videos with hand gestures might be collected in accordance with your requirements.
|
| 58 |
+
|
| 59 |
+
## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** provides high-quality data annotation tailored to your needs
|
| 60 |
+
|
| 61 |
+
More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
|
| 62 |
+
|
| 63 |
+
TrainingData's GitHub: **https://github.com/trainingdata-pro**
|