{"id":19195100,"url":"https://github.com/ksachdeva/face-embeddings-tsne","last_synced_at":"2026-04-14T18:32:19.101Z","repository":{"id":136497605,"uuid":"140204238","full_name":"ksachdeva/face-embeddings-tsne","owner":"ksachdeva","description":"Face embeddings visualization using t-SNE","archived":false,"fork":false,"pushed_at":"2018-07-10T14:43:53.000Z","size":1202,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-19T14:09:44.214Z","etag":null,"topics":["computer-vision","dlib","embeddings","face-recognition","neural-networks","t-sne","tensorflow","tfjs"],"latest_commit_sha":null,"homepage":"https://ksachdeva.github.io/face-embeddings-tsne/","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ksachdeva.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-07-08T21:34:02.000Z","updated_at":"2018-07-10T14:42:48.000Z","dependencies_parsed_at":null,"dependency_job_id":"01d1c180-3691-4050-ad23-1be9091346ef","html_url":"https://github.com/ksachdeva/face-embeddings-tsne","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ksachdeva/face-embeddings-tsne","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksachdeva%2Fface-embeddings-tsne","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksachdeva%2Fface-embeddings-tsne/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksachdeva%2Fface-embeddings-tsne/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksachdeva%2Fface-embeddings-tsne/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ksachdeva","download_url":"https://codeload.github.com/ksachdeva/face-embeddings-tsne/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksachdeva%2Fface-embeddings-tsne/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31810737,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-14T18:05:02.291Z","status":"ssl_error","status_checked_at":"2026-04-14T18:05:01.765Z","response_time":153,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["computer-vision","dlib","embeddings","face-recognition","neural-networks","t-sne","tensorflow","tfjs"],"created_at":"2024-11-09T12:08:30.608Z","updated_at":"2026-04-14T18:32:19.084Z","avatar_url":"https://github.com/ksachdeva.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Face embeddings visualization using t-SNE\n\n** WORK IN PROGRESS **\n\nThis is a very simple web page (WIP) that uses the [tfjs-tsne](https://github.com/tensorflow/tfjs-tsne) library to visualize the face embeddings generated using [dlib](https://github.com/davisking/dlib).\n\nSee the demo at [https://ksachdeva.github.io/face-embeddings-tsne/](https://ksachdeva.github.io/face-embeddings-tsne/). Make sure to open the javascript console as well to see some debug information. On my macbook pro 2015, if I set perplexity more than 18 I get an error. On a Ubuntu machine with NVIDIA 1080 I am able to set the max perplexity (30) with out any error.\n\n## Setup / Install / Run instructions\n\nA sample file containing the embeddings [dlib.json](embeddings/dlib.json) is already included in this repository. If you want to generate a sample that contains more classes then you can use [face-embeddings-generator](https://github.com/ksachdeva/face-embeddings-generator) project.\n\nThis sample file contains 10 classes only.\n\nIf you are generating the new sample file then make sure that your file is generated in the *visualizer/src/assets* directory of this project as this is where the javascript expects it to be.\n\n```bash\n# if you want to get face-embeddings-generator as part of this project\n# then clone it recursively\ngit clone --recursive https://github.com/ksachdeva/face-embeddings-tsne\n```\n\n```bash\n# to run\ncd visualizer\nnpm install\nng serve\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fksachdeva%2Fface-embeddings-tsne","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fksachdeva%2Fface-embeddings-tsne","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fksachdeva%2Fface-embeddings-tsne/lists"}