{"id":23734643,"url":"https://github.com/devkihyun/fcnae-tensorflow","last_synced_at":"2025-06-21T23:05:40.109Z","repository":{"id":250129813,"uuid":"149785441","full_name":"DevKiHyun/FCNAE-Tensorflow","owner":"DevKiHyun","description":"Tensorflow implement of Stacked Autoencoder using Fully Convlolutional Network(FCN)","archived":false,"fork":false,"pushed_at":"2018-11-12T00:20:59.000Z","size":17,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-24T03:41:16.259Z","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/DevKiHyun.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":"2018-09-21T15:52:42.000Z","updated_at":"2018-11-12T00:21:00.000Z","dependencies_parsed_at":"2024-07-25T11:10:38.405Z","dependency_job_id":"e1571625-1b11-499b-90e9-771fa70e1a49","html_url":"https://github.com/DevKiHyun/FCNAE-Tensorflow","commit_stats":null,"previous_names":["devkihyun/fcnae-tensorflow"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DevKiHyun/FCNAE-Tensorflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevKiHyun%2FFCNAE-Tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevKiHyun%2FFCNAE-Tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevKiHyun%2FFCNAE-Tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevKiHyun%2FFCNAE-Tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DevKiHyun","download_url":"https://codeload.github.com/DevKiHyun/FCNAE-Tensorflow/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevKiHyun%2FFCNAE-Tensorflow/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261206114,"owners_count":23124838,"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":"2024-12-31T05:46:22.952Z","updated_at":"2025-06-21T23:05:35.096Z","avatar_url":"https://github.com/DevKiHyun.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FCNAE-Tensorflow (2018/09/21)\n\n## Introduction\nI implement a tensorflow model of a Staked Autoencoder using Fully Convolutional Network. \n- I use mnist dataset as training dataset.\n\n## Environment\n- Ubuntu 16.04\n- Python 3.5\n\n## Depenency\n- Numpy\n- matplotlib\n\n## Files\n- fcnae.py : Model definition.\n- main.py : Train the model and pass the default value.\n\n## How to use\n### Training\n```shell\npython main.py\n\n# Default args: training_epoch = 200, batch_size = 128, n_layers = 3, stride = 2, learning_rate = 0.0001\n# You can change args: training_epoch = 300, batch_size = 64, n_layers = 2, stride = 4, learning_rate = 0.0005\npython main.py --training_epoch 300 --batch_size 64 --n_layers 2 --stride 4 --learning_rate 0.0005\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevkihyun%2Ffcnae-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevkihyun%2Ffcnae-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevkihyun%2Ffcnae-tensorflow/lists"}