人脸识别相关的数据集汇总
人脸识别相关的数据集汇总自己整理了相关的人脸识别相关的 论文、数据集、算法资料、欢迎任何形式的star、fork和 watch。地址：https://github.com/polarisZhao/awesome-faceDatasetsFace RecognitionDatasetsDescriptionLinksCASIA-WebFace...
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人脸识别相关的数据集汇总
自己整理了相关的人脸识别相关的 论文、数据集、算法资料、欢迎任何形式的star、fork和 watch。
Updated: add Trillion Pairs and WFLW
地址：https://github.com/polarisZhao/awesome-face
Datasets
Face Recognition
| Datasets | Description | Links |
|---|---|---|
| CASIA-WebFace | 10,575 subjects and 494,414 images | Download |
| MegaFace | 1 million faces, 690K identities | Download |
| MS-Celeb-1M | about 10M images for 100K celebrities Concrete measurement to evaluate the performance of recognizing one million celebrities | Download |
| LFW | 13,000 images of faces collected from the web. Each face has been labeled with the name of the person pictured. 1680 of the people pictured have two or more distinct photos in the data set. | Download |
| VGG Face2 | The dataset contains 3.31 million images of 9131 subjects (identities), with an average of 362.6 images for each subject. | Download |
| YouTube Face | The data set contains 3,425 videos of 1,595 different people. | Download |
| IJB-B | Download | |
| FaceScrub | It comprises a total of 106,863 face images of male and female 530 celebrities, with about 200 images per person. | Download |
| Trillion Pairs | Train: MS-Celeb-1M-v1c & Asian-Celeb Test: ELFW & DELFW | Download |
Face Detection
| Datasets | Description | Links |
|---|---|---|
| FDDB | 5171 faces in a set of 2845 images | Download |
| Wider-face | 32,203 images and label 393,703 faces with a high degree of variability in scale, pose and occlusion, organized based on 61 event classes | Download |
| AFW | AFW dataset is built using Flickr images. It has 205 images with 473 labeled faces. For each face, annotations include a rectangular bounding box, 6 landmarks and the pose angles. | Download |
| MALF | MALF is the first face detection dataset that supports fine-gained evaluation. MALF consists of 5,250 images and 11,931 faces. | Download |
| IJB-A | IJB-A is proposed for face detection and face recognition. IJB-A contains 24,327 images and 49,759 faces. | Download |
Face Attributes & Keypoints
| Datasets | Description | Links |
|---|---|---|
| CelebA | 10,177 number of identities, 202,599 number of face images, and 5 landmark locations, 40 binary attributes annotations per image. | Download |
| IMDB-WIKI | 500k+ face images with age and gender labels | Download |
| Adience | Unfiltered faces for gender and age classification | Download |
| CACD2000 | The dataset contains more than 160,000 images of 2,000 celebrities with age ranging from 16 to 62. | Download |
| Caltech10k Web Faces | The dataset has 10,524 human faces of various resolutions and in different settings | Download |
| WFLW | WFLW contains 10000 faces (7500 for training and 2500 for testing) with 98 fully manual annotated landmarks. | Download |
Others：
| Datasets | Description | Links |
|---|---|---|
| 3D Mask Attack Dataset | 76500 frames of 17 persons using Kinect RGBD with eye positions (Sebastien Marcel). | Download |
| MOBIO | bi-modal (audio and video) data taken from 152 people. | Download |
| BANCA | The BANCA database was captured in four European languages in two modalities (face and voice). | Download |
| B3D(AC)^2 | 1000 high quality, dynamic 3D scans of faces, recorded while pronouncing a set of English sentences. | Download |
| BD-3DFE | Analyzing Facial Expressions in 3D Space | Download |
| Bosphorus | 105 subjects and 4666 faces 2D & 3D face data | Download |
| ND-2006 | 422 subjects and 9443 faces 3D Face Recognition | Download |
| FRGC V2.0 | 466 subjects and 4007 of 3D Face, Visible Face Images | Download |
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