{"id":23127701,"url":"https://github.com/hlfshell/facial_recognition","last_synced_at":"2025-06-13T04:35:09.866Z","repository":{"id":37227372,"uuid":"236653987","full_name":"hlfshell/facial_recognition","owner":"hlfshell","description":"An educational project to learn about facial keypoint recognition with a CNN architecture","archived":false,"fork":false,"pushed_at":"2022-11-22T05:21:30.000Z","size":40,"stargazers_count":1,"open_issues_count":10,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-09T17:14:54.866Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/hlfshell.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}},"created_at":"2020-01-28T04:01:11.000Z","updated_at":"2025-01-01T20:29:27.000Z","dependencies_parsed_at":"2023-01-20T20:02:59.884Z","dependency_job_id":null,"html_url":"https://github.com/hlfshell/facial_recognition","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Ffacial_recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Ffacial_recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Ffacial_recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Ffacial_recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hlfshell","download_url":"https://codeload.github.com/hlfshell/facial_recognition/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247128738,"owners_count":20888234,"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":[],"created_at":"2024-12-17T09:14:31.950Z","updated_at":"2025-04-04T05:42:24.089Z","avatar_url":"https://github.com/hlfshell.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Facial Keypoint Project\n\nThis project follows a project offered by Udacity's Computer Vision Nanodegree program, as described via their [Github repos](https://github.com/udacity/P1_Facial_Keypoints). While that project uses a series of guided notebooks, which I did reference, I created this project as a standalone exploration of pytorch as well.\n\nAs described, the goal of the project is to utilize a dataset of facial keypoints and build a model that\n\n1. Given an image, find each face within the image, and\n2. Given a set a face found within that image, identify each facial keypoint\n\n# Files\n\nThe following key files are within this project:\n\n* `journal.md` - This is an open ended set of notes about the process, hardships, and quesitons raised during the course of this project. This is a mapping of the journey throughout. \n* `model.py` - Where the pytorch model is defined.\n* `training.py` - This file handles the training process for the model.\n* `dataset.py` - This file acts as a tool to download and prepare the dataset for training.\n* `inference.py` - This loads a trained model and passes it through our model, outputting the results.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhlfshell%2Ffacial_recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhlfshell%2Ffacial_recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhlfshell%2Ffacial_recognition/lists"}