Datasets:
Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,42 @@
|
|
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 |
+
tags:
|
6 |
+
- deepfake
|
7 |
+
- deepfake detection
|
8 |
+
- AI-generated
|
9 |
+
- video
|
10 |
+
size_categories:
|
11 |
+
- 1K<n<10K
|
12 |
+
---
|
13 |
+
# Deepfake Videos Dataset
|
14 |
+
dataset comprises 10,000+ videos featuring 7,000+ people, combining real videos with AI-generated faces to enhance liveness detection systems and deepfake detection methods. It is designed for advancing research in deepfake generation, fake video detection, and facial recognition technologies.**[Get the data](https://unidata.pro/datasets/deepfake-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset)**
|
15 |
+
|
16 |
+
## Dataset characteristics:
|
17 |
+
| Characteristic | Data |
|
18 |
+
|-------------------------|----------------------------------------------------------------------|
|
19 |
+
| Description | Real video of people with AI-generated faces, where individuals turn their heads in different directions |
|
20 |
+
| Data types | Video |
|
21 |
+
| Tasks | Facial recognition, Computer Vision |
|
22 |
+
| Total number of files | 10,000 |
|
23 |
+
| Number of people | 7,000 |
|
24 |
+
| Video generation sites | aisaver.io, faceswapvideo.ai, magichour.ai |
|
25 |
+
| Labeling | Metadata (age, gender, ethnicity) |
|
26 |
+
| Gender | Male, Female |
|
27 |
+
| Ethnicity | Asian (30%), African (70%) |
|
28 |
+
| Age | Min = 18, max = 80, mean = 45 |
|
29 |
+
|
30 |
+
### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/deepfake-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset) to discuss purchase terms.
|
31 |
+
|
32 |
+
## Dataset structure
|
33 |
+
- deepfake — AI-generated videos
|
34 |
+
- image — images of original face
|
35 |
+
- video — videos of original person
|
36 |
+
- DeepFake Videos Dataset.csv —file contains metadata for all individuals in the dataset.
|
37 |
+
|
38 |
+
|
39 |
+
## Similar Datasets:
|
40 |
+
1. [Synthetic Passports Dataset](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset)
|
41 |
+
2. [Anti-Spoofing Real Videos Dataset](https://unidata.pro/datasets/face-anti-spoofing/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset)
|
42 |
+
3. [iBeta Level 1 Dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset)
|