Casia dataset face 0 (or CASIA-FaceV5) contains 2,500 color facial images of 500 subjects. Although an iris pattern is naturally an ideal identifier, the development of a high-performance iris recognition algorithm and transferring it from research lab to practical applications is still a Apr 10, 2018 · The CASIA-WebFace dataset has been used for training. Our repository contains: Images of masks with transparent background. The face images of CASIA-FaceV5 are captured using Logitech USB camera in one session. 3M Oct 24, 2018 · Does anyone know where I can download CASIA face anti-spoofing database? This dataset was release with the following paper. python machine-learning retrieval python3 pytorch face neural-networks face-recognition casia lfw lfw-dataset pytorch-implementation shufflenetv2 cosface casia-dataset Updated on Nov 19, 2022 Python Casia-Webface InfoGAN-PyTorch PyTorch implementation of InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets with result of experiments on MNIST, Faces, CASIA-Webface and CelebA datasets. Face Datasets – IAPR TC4Face Datasets Institute of Automation, Chinese Academy of SciencesSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. In contrast, the second largest Asian face dataset CASIA-FaceV5 merely includes 2500 images by 500 individuals. FRGCv2, BU3-DFE, Bosphorus, Texes FRD, BU4DFE, CASIA, UMB DB, 3D-TEC, ND-2006 and LS3D-W) are most often used as training and validation data for deep learning-based 3D face recognition approaches. The best performing model has been trained on the VGGFace2 dataset consisting of ~3. . 2014). It has 6 types of photo attacks combined by multiple oper-ations, e. 1 Basic Information Introduction: Both CASIA datasets are provided by the Institute of Automation, Chinese Academ Apr 13, 2023 · An A-Z directory of databases of face stimulus images for use in behavioral research May 15, 2024 · The CASIA-WebFace dataset is used for face verification and face identification tasks. 8%) masks for the CelebA data set. Some samples of the dataset are shown in Jun 30, 2025 · Train your AI systems with 19 free face recognition datasets. However, racial bias had been proven to be inherent in most State Of The Art (SOTA) face recognition systems. Some more information about how this was done will come later. A 11-layer CNN is also constructed for face recognition. Sep 22, 2022 · CASIA-Polar is a face anti-spoofing dataset based on polarization imaging, which takes advantage of polarization information in material classification to enable robust face anti-spoofing research. Introduction Of all the biometrics features, face recognition remains one of the most active research topics in pattern recognition. Sep 19, 2018 · This repository provides a list of 3D face datasets. To facilitate face anti-spoofing research, we intro-duce a large-scale multi-modal dataset, namely CASIA-SURF, which is the largest publicly available dataset for face anti-spoofing in terms of both subjects and visual modalities. Hello everyone. Multi-spectral cameras are utilized to capture the face images under various illumination settings. PS. from publication: Learning Face Representation from Scratch | Pushing by big data and deep The CASIA-SURF in the paper title refers to a face anti-spoofing dataset created by the Chinese Academy of Sciences, Institute of Automation (CASIA), called: CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing This dataset was released in 2019 and became one of the key datasets created for multi-modal face anti-spoofing at the time. Jul 13, 2020 · CASIA Iris Image Database Version 4. Oct 26, 2016 · CASIA Face Image Database Version 5. CASIA-WebFace Face recognition dataset used for evaluating the efficiency of the proposed Translation Variant Convolution (TVConv) operator. The Replay attack dataset wont accept students So I'd Apr 9, 2025 · Tampering Detection Dataset Index 1 CASIA v1. 2015), Microsoft’s 1M MS Celeb (Guo et al. Mar 16, 2024 · To facilitate face anti-spoofing research, we introduce a large-scale multi-modal dataset, namely CASIA-SURF, which is the largest publicly available dataset for face anti-spoofing in terms of both subjects and visual modalities. The dataset contains 494,414 face images of 10,575 real identities collected from the web. Data Preparation Download the CASIA_WEB_FACE dataset for training, which contains 494,414 face images from 10,575 subjects; Download the LFW dataset for validation, which contains 13,233 face images from 5,749 subjects. I'm looking for these datasets: CASIA Face Anti-Spoofing Database Replay-Attack dataset: MSU Mobile Face Spoofing Database (MSU MFSD) Does anyone know where I can get these datasets? specially the Casia Face Anti-Spoofing Database? It seems the Casias link is dead and they do not respond to submission requests either. May 8, 2021 · To this end, we collect a face image database namely CASIA-Face-Africa which contains 38,546 images of 1,183 African subjects. Code to overlay the masks on the corresponding CelebA and CASIA-WebFace images. Created by Microsoft Research it provides a massive resource for training and evaluating face recognition models. A large scale dataset, called CASIA-WebFace, is built, which contains about 10,000 subjects and 500,000 images. Contribute to X-zhangyang/Asian-Face-Image-Dataset-AFD-dataset development by creating an account on GitHub. We create the largest Asian face dataset so far, containing 360,000 face images by 2019 individuals. Aug 1, 2014 · CASIA Face Image Database Version 5. Note that, the first 8 datasets (e. Introduction With the pronounced need for reliable personal identification, iris recognition has become an important enabling technology in our society. It contains 10,575 subjects and 494,414 images. This training set consists of total of 453 453 images over 10 575 identities after face detection. 0 and CASIA v2. The dataset can be obtained - Selection from Deep Learning for Computer Vision [Book] In order to deal with previous drawbacks, we intro-duce a large-scale multi-modal face anti-spoofing dataset, namely CASIA-SURF, which consists of 1; 000 subjects and 21; 000 video clips with 3 modalities (RGB, Depth, IR). Face anti-spoofing task solution using CASIA-SURF CeFA dataset, FeatherNets and Face Alignment in Full Pose Range Dec 6, 2020 · CASIA-Face-Africa is an all-African database that is made to be used as a complementary database with the existing databases to balance the number of the African cohorts in the published datasets and improve their demographic inclusiveness Facial data - identification task - verification task - cropped by MTCNN On other aspects, our method and dataset are still inferior to DeepFace: 1) we just align face images by 2D similarity transformation which is inferior to Deep-Face’s 3D alignment; 2) The scale of training set of Deep-Face, SFC, is 10X larger than our CASIA-WebFace. In the past several decades, most work focuses on the source of 2D intensity or color images. : I tried several links, the URL was removed and there was no respo Dec 22, 2021 · @ Medium) Face Recognition, Representation Learning, Contrastive Learning Data is more important than algorithm. 1 Mar 15, 2024 · Among the datasets listed in the table, CASIA-IMDb+LFW is the most suitable combination for large scale face recognition in the wild. e. The volunteers of CASIA-FaceV5 include graduate students, workers, waiters, etc. Samples show as follow. Many investigative studies on face recognition algorithms have reported higher false positive rates of African subjects cohorts than the other cohorts. Some performance improvement has been seen if the dataset has been filtered before training. Description In the search for datasets sufficient to use in the training and testing of these data-hungry methods, many were inspired by Web-sourced benchmarks such as LfW, resulting in datasets such as Oxford’s VGG-Face dataset (Parkhi et al. Demographic attributes and facial expressions of the subjects are also carefully recorded. Aug 28, 2019 · To facilitate face anti-spoofing research, we introduce a large-scale multi-modal dataset, namely CASIA-SURF, which is the largest publicly available dataset for face anti-spoofing in terms of both subjects and modalities. 0 (or CASIA-FaceV5) contains face images captured using Logitech USB camera in one session. g. Large-Scale Specific Asian Face Dataset. python machine-learning retrieval python3 pytorch face neural-networks face-recognition casia lfw lfw-dataset pytorch-implementation shufflenetv2 cosface casia-dataset Updated on Nov 19, 2022 Python We employ our method to generate a number of 445,446 (90%) samples of masks for the CASIA-WebFace data set and 196,254 (96. , cropping, bending the print paper and stand-off distance. , RGB, Depth and IR). 2016), and the CASIA WebFace dataset (Yi et al. Lack of large-scale African face image <p>CASIA WebFace Dataset is a large-scale face dataset, mainly used for identity verification and face recognition. Download Table | The information of CASIA-WebFace and comparison to other large scale face datasets. Apr 24, 2025 · The MS-Celeb-1M dataset is a large-scale face recognition dataset with 1 million images of 100,000 celebrities. Specifically, it consists of 1, 000 subjects with 21, 000 videos and each sample has 3 modalities (i. 01. To solve this problem, this paper proposes a semi-automatic way to collect face images from Internet. CASIA-Face-Africa is an all-African database that is made to be used as a complementary database with the existing databases to balance the number of the African cohorts in the published datasets and improve their demographic inclusiveness Note on CASIA 3D Face Database 1. If you feel the accuracy of LFW has been saturated by the current state-of-the-art method [24]. This paper presents an extended version of CASIA web face database The CASIA dataset is annotated with 10,575 unique people with 494,414 images in total. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. On other aspects, our method and dataset are still inferior to DeepFace: 1) we just align face images by 2D similarity transformation which is inferior to Deep-Face’s 3D alignment; 2) The scale of training set of Deep-Face, SFC, is 10X larger than our CASIA-WebFace. - liuajian/CASIA-FAS-Dataset Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Perfect for emotion detection, pose analysis, and facial recognition research Dec 2, 2018 · To facilitate face anti-spoofing research, we introduce a large-scale multi-modal dataset, namely CASIA-SURF, which is the largest publicly available dataset for face anti-spoofing in terms of both subjects and visual modalities. Each dataset contains the original reference, a short description, year published and download URL. A series of face anti-spoofing datasets, for the convenience of management and benchmarking. To the Institute of Automation, Chinese Academy of SciencesSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Since the accuracy of 2D face recognition is influenced by variations of poses, expressions, illuminations and subordinates, it is May 8, 2021 · Face recognition is a popular and well-studied area with wide applications in our society. 2016), MegaFace (Kemelmacher-Shlizerman et al. To this end, we collect a face image database namely CASIA-Face-Africa which contains 38,546 images of 1,183 African subjects. 0 1. 37c 18p qcmtlmwa 0biivvo ky 5ypb8 b6j6ac jny io5 xittgw