{"id":29022885,"url":"https://github.com/prasoon-rai/gender-prediction-model","last_synced_at":"2025-06-26T03:04:04.167Z","repository":{"id":301024161,"uuid":"1007925313","full_name":"Prasoon-Rai/Gender-Prediction-Model","owner":"Prasoon-Rai","description":"A simple deep learning model built with TensorFlow and Keras that predicts gender based on height and weight using a synthetic dataset. Includes a pre-trained model and a Jupyter Notebook walkthrough.","archived":false,"fork":false,"pushed_at":"2025-06-24T18:49:52.000Z","size":18,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-24T19:55:57.736Z","etag":null,"topics":["ai","dl","keras","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/Prasoon-Rai.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,"zenodo":null}},"created_at":"2025-06-24T18:42:24.000Z","updated_at":"2025-06-24T18:51:27.000Z","dependencies_parsed_at":"2025-06-24T19:56:01.880Z","dependency_job_id":"e5172ed4-cb8a-47fe-9625-ea436e034615","html_url":"https://github.com/Prasoon-Rai/Gender-Prediction-Model","commit_stats":null,"previous_names":["prasoon-rai/ha_gender_classifier"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Prasoon-Rai/Gender-Prediction-Model","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prasoon-Rai%2FGender-Prediction-Model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prasoon-Rai%2FGender-Prediction-Model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prasoon-Rai%2FGender-Prediction-Model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prasoon-Rai%2FGender-Prediction-Model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Prasoon-Rai","download_url":"https://codeload.github.com/Prasoon-Rai/Gender-Prediction-Model/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prasoon-Rai%2FGender-Prediction-Model/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261990350,"owners_count":23241187,"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":["ai","dl","keras","tensorflow"],"created_at":"2025-06-26T03:04:03.435Z","updated_at":"2025-06-26T03:04:04.151Z","avatar_url":"https://github.com/Prasoon-Rai.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Gender Prediction Model (Height \u0026 Age)\n\nThis repository contains a deep learning model that predicts gender based on a person's height and age. Built with TensorFlow and Keras, the model follows a simple sequential architecture and is trained on a synthetic dataset created for demonstration purposes.\n\n## 🔧 Features\n\n- Predicts gender using height and age as input features.\n- Built using TensorFlow and Keras (Sequential model).\n- Includes:\n  - Synthetic dataset generation\n  - Model training and evaluation\n  - Pre-trained model for direct use\n  - Jupyter Notebook walkthrough for understanding the development process\n\n## 🧠 Model Overview\n\nThe model is a fully connected feed-forward neural network trained to classify gender as either:\n- Female\n- Male\n\n### Input:\n- Height (in inches)\n- Weight (in pounds)\n\n### Output:\n- Male / Female\n\n #### NOTE: The model is built with sole purpose of demonstration. Height and Weight can't be used to determine a person's gender, as there are more than two factors involved in determining one's gender. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprasoon-rai%2Fgender-prediction-model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprasoon-rai%2Fgender-prediction-model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprasoon-rai%2Fgender-prediction-model/lists"}