{"id":18460653,"url":"https://github.com/bourdakos1/capsnet-visualization","last_synced_at":"2025-10-26T16:49:31.266Z","repository":{"id":46560365,"uuid":"118176680","full_name":"bourdakos1/CapsNet-Visualization","owner":"bourdakos1","description":"🎆 A visualization of the CapsNet layers to better understand how it works","archived":false,"fork":false,"pushed_at":"2021-10-05T20:35:27.000Z","size":85453,"stargazers_count":395,"open_issues_count":16,"forks_count":93,"subscribers_count":12,"default_branch":"master","last_synced_at":"2025-03-29T21:05:03.699Z","etag":null,"topics":["ai","capsnet","capsule-network","hinton","machine-learning","python","tensorflow","tutorial","visualization"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bourdakos1.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}},"created_at":"2018-01-19T20:46:43.000Z","updated_at":"2025-03-18T10:34:08.000Z","dependencies_parsed_at":"2022-08-26T03:32:39.229Z","dependency_job_id":null,"html_url":"https://github.com/bourdakos1/CapsNet-Visualization","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/bourdakos1%2FCapsNet-Visualization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bourdakos1%2FCapsNet-Visualization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bourdakos1%2FCapsNet-Visualization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bourdakos1%2FCapsNet-Visualization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bourdakos1","download_url":"https://codeload.github.com/bourdakos1/CapsNet-Visualization/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247406088,"owners_count":20933803,"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","capsnet","capsule-network","hinton","machine-learning","python","tensorflow","tutorial","visualization"],"created_at":"2024-11-06T08:27:34.586Z","updated_at":"2025-10-26T16:49:26.213Z","avatar_url":"https://github.com/bourdakos1.png","language":"Python","readme":"# CapsNet-Visualization\n\n![](readme/4.gif)\n\nFor more information on capsule networks check out my Medium articles [here](https://hackernoon.com/capsule-networks-are-shaking-up-ai-heres-how-to-use-them-c233a0971952) and [here](https://medium.freecodecamp.org/understanding-capsule-networks-ais-alluring-new-architecture-bdb228173ddc).\n\n## Setup\n\nUse pip to install the required python packages:\n\n```bash\npip install -r requirements.txt\n```\n\n## Running the Tool\n\nStart the Flask application by running:\n\n```bash\npython run_visualization.py\n```\n\nPoint your browser to: http://localhost:5000\n\n## Testing your own Images\n\nAdd your images to the `test_images` directory.\n\nRun:\n```bash\npython render.py [filename]\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbourdakos1%2Fcapsnet-visualization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbourdakos1%2Fcapsnet-visualization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbourdakos1%2Fcapsnet-visualization/lists"}