{"id":18428402,"url":"https://github.com/rodrigobressan/padify","last_synced_at":"2025-04-07T16:34:35.481Z","repository":{"id":37595915,"uuid":"176807744","full_name":"rodrigobressan/PADify","owner":"rodrigobressan","description":"Framework to perform PAD (Presentation Attack Detection) on Facial Recognition systems through intrinsic properties and Deep Neural Networks - Still Under Development","archived":false,"fork":false,"pushed_at":"2022-12-08T04:53:39.000Z","size":84284,"stargazers_count":17,"open_issues_count":17,"forks_count":5,"subscribers_count":5,"default_branch":"master","last_synced_at":"2023-11-05T16:00:25.960Z","etag":null,"topics":["biometrics","cnn","face-spoofing-detection","facial-recognition","keras","pad","presentation-attack-detection","resnet50"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rodrigobressan.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-03-20T19:59:56.000Z","updated_at":"2023-04-11T10:32:55.000Z","dependencies_parsed_at":"2023-01-24T13:00:20.485Z","dependency_job_id":null,"html_url":"https://github.com/rodrigobressan/PADify","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rodrigobressan%2FPADify","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rodrigobressan%2FPADify/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rodrigobressan%2FPADify/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rodrigobressan%2FPADify/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rodrigobressan","download_url":"https://codeload.github.com/rodrigobressan/PADify/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223286369,"owners_count":17120000,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["biometrics","cnn","face-spoofing-detection","facial-recognition","keras","pad","presentation-attack-detection","resnet50"],"created_at":"2024-11-06T05:13:37.823Z","updated_at":"2024-11-06T05:13:38.451Z","avatar_url":"https://github.com/rodrigobressan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\u003cimg src=\"spoopy/docs/figs/logo.png\"\u003e\u003c/p\u003e\n\n[![Build Status](https://travis-ci.org/bresan/PADify.svg?branch=master)](https://travis-ci.org/bresan/PADify)\n[![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)](https://GitHub.com/bresan/spoopy/graphs/commit-activity)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nPADify (pronounced as /ˈpædfaɪ/) is a project to perform presentation attack detection (PAD) on publicly available datasets by using different intrinsic image properties along with Convolutional Neural Networks.\n\n## Presentation Attack Detection\n\u003cp align=\"center\"\u003e\u003cimg width=\"50%\"src=\"spoopy/docs/figs/examples.png\"\u003e\u003c/p\u003e\n  \u003cp align=\"center\"\u003e\n\u003csub\u003eFig 1 - Examples of Presentation Attack Detection\u003c/sub\u003e\n\n\n\n## Pipeline Overview\n\u003cp align=\"center\"\u003e\u003cimg src=\"spoopy/docs/figs/pipeline.png\"\u003e\u003c/p\u003e\n  \u003cp align=\"center\"\u003e\n\u003csub\u003eFig 2 - Overview of proposed method\u003c/sub\u003e\n\n\n## Properties\n\n- Illuminant Maps ([Carvalho et al.](https://ieeexplore.ieee.org/document/6522874/))\n- Saliency ([Zhu et al.](https://ieeexplore.ieee.org/document/6909756))\n- Depth ([Godard et al.](https://arxiv.org/abs/1609.03677))\n\n# Datasets\n\n- [CASIA Face Anti-Spoofing Database](http://www.cbsr.ia.ac.cn/english/Databases.asp)\n- [Replay Attack](https://www.idiap.ch/dataset/replayattack)\n- [NUAA Imposter Database](http://parnec.nuaa.edu.cn/xtan/data/nuaaimposterdb.html)\n- [ROSE-Youtu Face Liveness Detection Dataset\n](http://rose1.ntu.edu.sg/datasets/faceLivenessDetection.asp) (In Progress)\n\n# License\n\nThis file is licensed under the MIT license. You can check the [LICENSE file](https://github.com/bresan/PADify/LICENSE) for more information.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frodrigobressan%2Fpadify","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frodrigobressan%2Fpadify","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frodrigobressan%2Fpadify/lists"}