{"id":20065218,"url":"https://github.com/tejasvi541/face-recognition-siamese","last_synced_at":"2026-05-06T15:34:40.546Z","repository":{"id":166845680,"uuid":"471890786","full_name":"tejasvi541/Face-Recognition-Siamese","owner":"tejasvi541","description":"Facial Recognition using the Siamese advance network ","archived":false,"fork":false,"pushed_at":"2022-03-20T06:20:41.000Z","size":10,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-12T23:08:11.800Z","etag":null,"topics":["deep-learning","docker","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tejasvi541.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2022-03-20T05:46:27.000Z","updated_at":"2022-04-21T14:07:17.000Z","dependencies_parsed_at":"2023-08-30T05:01:15.683Z","dependency_job_id":null,"html_url":"https://github.com/tejasvi541/Face-Recognition-Siamese","commit_stats":null,"previous_names":["tejasvi541/face-recognition-siamese"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasvi541%2FFace-Recognition-Siamese","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasvi541%2FFace-Recognition-Siamese/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasvi541%2FFace-Recognition-Siamese/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasvi541%2FFace-Recognition-Siamese/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tejasvi541","download_url":"https://codeload.github.com/tejasvi541/Face-Recognition-Siamese/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241494141,"owners_count":19971870,"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":["deep-learning","docker","tensorflow"],"created_at":"2024-11-13T13:49:28.898Z","updated_at":"2026-05-06T15:34:35.498Z","avatar_url":"https://github.com/tejasvi541.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Face Recognition using Siamese Network\n\n### Dataset - http://vis-www.cs.umass.edu/lfw/\n\n### Paper - https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf\n\n### Youtube Video Reffered for help [Video By Nicolas](https://www.youtube.com/watch?v=bK_k7eebGgc\u0026list=PLgNJO2hghbmhHuhURAGbe6KWpiYZt0AMH\u0026index=1)\n\n## How to Use and Remarks\n\n- I have used used Docker for the hassle free setup of the tensorflow gpu with jupyter notebook\n- All the training, preprocessing and inferences are done with this.\n\n### First Create the Following folder structure\n\n```bash\ndata/\n├── anchor/\n├── positive/\n└── negative/\n```\n\n#### and\n\n```bash\napplication_data/\n├── input_image/\n└── verification_images/\n```\n\n### Fire up your docker container\n\n`docker compose up`\n\n1.  \u003e You can run the notebook in that environment but to add the positive and anchor images you have to use `imageCollector,py` file on\n    \u003e your local machine due to the fact that docker doesn't connect to hardware directly. If you are a linux user you can add\n    \u003e \"/dev/video0:/dev/video0\" in the devices in docker compose file. Otherwise its much of a hassle to set it up.\n\n2.  \u003e Download the data,unzip it and move the images to desired folders using the notebook.\n3.  \u003e Go through the notebook for all other steps\n\n#### and for verification it goes the same\n\n\u003e Run `verification.py`\n\u003e I have configured it to run on CPU, you can change to GPU as well.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftejasvi541%2Fface-recognition-siamese","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftejasvi541%2Fface-recognition-siamese","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftejasvi541%2Fface-recognition-siamese/lists"}