{"id":16431817,"url":"https://github.com/drkostas/insta-likes-predict","last_synced_at":"2025-08-12T10:08:29.032Z","repository":{"id":39738378,"uuid":"158875983","full_name":"drkostas/Insta-Likes-Predict","owner":"drkostas","description":"First attempt on predicting the likes a photo will get on Instagram.","archived":false,"fork":false,"pushed_at":"2023-03-25T01:29:47.000Z","size":47,"stargazers_count":73,"open_issues_count":1,"forks_count":5,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-03-15T12:11:28.282Z","etag":null,"topics":["cnn","instagram","keras-tensorflow","python","scraper"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/drkostas.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":"2018-11-23T20:37:54.000Z","updated_at":"2025-03-06T18:23:25.000Z","dependencies_parsed_at":"2024-10-28T15:29:33.057Z","dependency_job_id":"c1bd0753-463c-4b65-8dea-e2aedd9671fd","html_url":"https://github.com/drkostas/Insta-Likes-Predict","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkostas%2FInsta-Likes-Predict","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkostas%2FInsta-Likes-Predict/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkostas%2FInsta-Likes-Predict/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkostas%2FInsta-Likes-Predict/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drkostas","download_url":"https://codeload.github.com/drkostas/Insta-Likes-Predict/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245078067,"owners_count":20557274,"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":["cnn","instagram","keras-tensorflow","python","scraper"],"created_at":"2024-10-11T08:32:49.988Z","updated_at":"2025-03-23T08:31:39.880Z","avatar_url":"https://github.com/drkostas.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Instagram Predict: First attempt\n\nFirst attempt on predicting the likes a photo will get on Instagram.\n\nGiven a list of Instagram users, it downloads their latest photos with their corresponding likes and the number of their followers. Then, it creates a CNN model with **Keras** on **Tensorflow** that predicts the number of likes an image will get.\n\n## Getting Started\n\nThese instructions will get you a copy of the project up and running on your local machine for development and testing purposes.\n\n### Prerequisites\n\nPython 3.x\n\n### Installing\n\nInstalling the requirements\n\n```\npip install -r requirements.txt\n```\n\n## Running\n\n1. In the *usernames.txt* write the usernames of the Instagram users you want to scrape (One per line)\n1. Run `python3 scraper.py`\n1. The data are now saved under */data*\n1. Run `python3 Analyze/analyzer.py` to download the images under *data/download* and a create a CNN model that predicts the number of likes based on the image and the number of followers.\n1. The model is saved under */models*\n1. Place the images whose likes you want to predict under *Analyze/to_predict*\n1. Go to *predictor.py* and add the number of followers of each image's user (line *12*)\n1. Run `python3 predictor.py`\n\n## License\n\nThis project is licensed under the GNU General Public License v3.0 License\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrkostas%2Finsta-likes-predict","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdrkostas%2Finsta-likes-predict","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrkostas%2Finsta-likes-predict/lists"}