{"id":22121584,"url":"https://github.com/anantzoid/kaggle-leaf-classification","last_synced_at":"2026-05-09T00:38:26.057Z","repository":{"id":142505774,"uuid":"87252128","full_name":"anantzoid/Kaggle-Leaf-Classification","owner":"anantzoid","description":"My solution to Kaggle's Leaf Classification competition","archived":false,"fork":false,"pushed_at":"2017-04-05T01:30:24.000Z","size":10,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-01-29T12:32:26.624Z","etag":null,"topics":["autoencoder","deep-learning","kaggle","kaggle-competition","keras"],"latest_commit_sha":null,"homepage":null,"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/anantzoid.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":"2017-04-05T01:29:42.000Z","updated_at":"2018-10-12T17:37:58.000Z","dependencies_parsed_at":null,"dependency_job_id":"9f78d18a-1c94-44be-aaa3-49cfa5da5940","html_url":"https://github.com/anantzoid/Kaggle-Leaf-Classification","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/anantzoid%2FKaggle-Leaf-Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anantzoid%2FKaggle-Leaf-Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anantzoid%2FKaggle-Leaf-Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anantzoid%2FKaggle-Leaf-Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/anantzoid","download_url":"https://codeload.github.com/anantzoid/Kaggle-Leaf-Classification/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245224304,"owners_count":20580365,"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":["autoencoder","deep-learning","kaggle","kaggle-competition","keras"],"created_at":"2024-12-01T14:42:19.386Z","updated_at":"2026-05-09T00:38:26.025Z","avatar_url":"https://github.com/anantzoid.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Kaggle Leaf Classification\n\nThis is my result for Kaggle's leaf classification competition that ended last month. This solution initially ranked in the 14th place when I submitted it in December, but was eventually pushed to 43rd.\n\nIt follows a 2 stage pipeline, first using the images to learn representations via Deep Autoencoders, which are then concatenated to the given featues and trained jointly on a DNN.    \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanantzoid%2Fkaggle-leaf-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanantzoid%2Fkaggle-leaf-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanantzoid%2Fkaggle-leaf-classification/lists"}