{"id":23499918,"url":"https://github.com/dhruvsrikanth/monodepth","last_synced_at":"2026-04-29T17:02:41.228Z","repository":{"id":111259664,"uuid":"314796330","full_name":"DhruvSrikanth/MonoDepth","owner":"DhruvSrikanth","description":"Monocular Depth Estimation via Transfer Learning using purely Tensorflow 2.0!","archived":false,"fork":false,"pushed_at":"2021-12-17T07:54:28.000Z","size":245,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-23T22:13:53.011Z","etag":null,"topics":["autoencoder","deep-learning","depth-estimation","machine-learning","neural-networks","python","tensorflow","tf2","transfer-learning"],"latest_commit_sha":null,"homepage":"","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/DhruvSrikanth.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":"2020-11-21T11:30:18.000Z","updated_at":"2024-03-24T07:42:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"31ddb707-0065-40a3-b2b6-0443890d40aa","html_url":"https://github.com/DhruvSrikanth/MonoDepth","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/DhruvSrikanth%2FMonoDepth","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DhruvSrikanth%2FMonoDepth/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DhruvSrikanth%2FMonoDepth/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DhruvSrikanth%2FMonoDepth/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DhruvSrikanth","download_url":"https://codeload.github.com/DhruvSrikanth/MonoDepth/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250522303,"owners_count":21444512,"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","depth-estimation","machine-learning","neural-networks","python","tensorflow","tf2","transfer-learning"],"created_at":"2024-12-25T06:33:05.908Z","updated_at":"2026-04-29T17:02:41.161Z","avatar_url":"https://github.com/DhruvSrikanth.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MonoDepth - Monocular Depth Estimation via Transfer Learning (Tensorflow 2.0)\n\nMy take on implementing monocular depth estimation based off of the state-of-the-art technology currently being used. This is an implementation in tensorflow 2.0 of the following paper - [High Quality Monocular Depth Estimation via Transfer Learning](http://arxiv.org/abs/1812.11941), by Ibraheem Alhashim and Peter Wonka, in 2018.\n\nThe results were quite successful, although, very similar to what was achieved in the paper listed above. I was able to achieve an accuracy of 97%. The results can be seen within the source code directory. However, if you would like to see some more detailed results, please refer to the paper listed above. Enjoy!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdhruvsrikanth%2Fmonodepth","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdhruvsrikanth%2Fmonodepth","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdhruvsrikanth%2Fmonodepth/lists"}