{"id":25518270,"url":"https://github.com/paraglondhe098/avgen","last_synced_at":"2025-12-17T15:30:26.552Z","repository":{"id":267661810,"uuid":"901968360","full_name":"paraglondhe098/avgen","owner":"paraglondhe098","description":"A generator model that generates 2D human cartoon faces based on user inputs (hair type, face type, hair color, etc.).","archived":false,"fork":false,"pushed_at":"2024-12-11T17:14:05.000Z","size":41628,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-19T16:19:38.172Z","etag":null,"topics":["computer-vision","convolutional-neural-networks","deep-learning","gan","gen-ai","generative-adversarial-network","image-generation"],"latest_commit_sha":null,"homepage":"https://www.kaggle.com/code/paraglondhe/cdcgans-with-embeddings","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/paraglondhe098.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":"2024-12-11T16:46:07.000Z","updated_at":"2025-01-05T12:33:55.000Z","dependencies_parsed_at":"2024-12-11T17:49:45.482Z","dependency_job_id":null,"html_url":"https://github.com/paraglondhe098/avgen","commit_stats":null,"previous_names":["paraglondhe098/2d_avatar_generation","paraglondhe098/avgen"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paraglondhe098%2Favgen","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paraglondhe098%2Favgen/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paraglondhe098%2Favgen/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paraglondhe098%2Favgen/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/paraglondhe098","download_url":"https://codeload.github.com/paraglondhe098/avgen/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239690074,"owners_count":19681035,"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":["computer-vision","convolutional-neural-networks","deep-learning","gan","gen-ai","generative-adversarial-network","image-generation"],"created_at":"2025-02-19T16:19:42.881Z","updated_at":"2025-12-17T15:30:18.883Z","avatar_url":"https://github.com/paraglondhe098.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 2D Avatar Generator using conditional deep convolutional GANs\n\nThis project provides an interactive interface to generate images based on user-defined attributes. Users can tweak various parameters using sliders and instantly visualize the output images.\n### \u003e\u003e Kaggle Notebook link [Implementation with dataset]: https://www.kaggle.com/code/paraglondhe/cdcgans-with-embeddings\n\n\n## Setup and Installation\n\n### Prerequisites\n- Python 3.8+\n- Virtual environment (recommended)\n\n### Installation Steps\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/paraglondhe098/2D_Avatar_Generation.git\n   cd 2D_Avatar_Generation\n   ```\n\n2. Install required Python libraries:\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n3. Run the Streamlit app:\n   ```bash\n   streamlit run app.py\n   ```\n\n## Usage\n\n1. Start the application by running the Streamlit app command.\n2. Use the sidebar sliders to adjust the attributes for image generation:\n   - Example attributes include **Eye Angle**, **Chin Length**, **Hair Color**, and more.\n3. Generated images will be displayed in a grid layout.\n4. Adjust sliders to modify attributes and generate new images.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparaglondhe098%2Favgen","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fparaglondhe098%2Favgen","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparaglondhe098%2Favgen/lists"}