{"id":24775224,"url":"https://github.com/veeqtoh/corossion-detection","last_synced_at":"2025-09-01T19:34:16.185Z","repository":{"id":182644166,"uuid":"668850748","full_name":"veeqtoh/corossion-detection","owner":"veeqtoh","description":"Welcome to Underwater Corossion Detection! In this project, I will use Python to manipulate complex data streams (mainly images) and present classification results based on state-of-the-art machine learning methods.","archived":false,"fork":false,"pushed_at":"2023-07-28T15:25:16.000Z","size":2089,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-01-29T06:43:21.440Z","etag":null,"topics":["deep-learning","deep-neural-networks","image-classification","image-processing","image-recognition"],"latest_commit_sha":null,"homepage":"","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/veeqtoh.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}},"created_at":"2023-07-20T18:30:04.000Z","updated_at":"2023-07-28T21:39:15.000Z","dependencies_parsed_at":"2023-07-20T19:51:47.332Z","dependency_job_id":"0c6c9707-45b8-4b27-8c09-f6f5846fe73a","html_url":"https://github.com/veeqtoh/corossion-detection","commit_stats":{"total_commits":5,"total_committers":1,"mean_commits":5.0,"dds":0.0,"last_synced_commit":"560bc4d8ceb0757b69287bcebdf313672a5f487b"},"previous_names":["veeqtoh/corossion-detection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/veeqtoh%2Fcorossion-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/veeqtoh%2Fcorossion-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/veeqtoh%2Fcorossion-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/veeqtoh%2Fcorossion-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/veeqtoh","download_url":"https://codeload.github.com/veeqtoh/corossion-detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245185411,"owners_count":20574406,"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":["deep-learning","deep-neural-networks","image-classification","image-processing","image-recognition"],"created_at":"2025-01-29T06:40:23.598Z","updated_at":"2025-03-23T23:28:50.171Z","avatar_url":"https://github.com/veeqtoh.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# corossion-detection\nWelcome to Underwater Corossion Detection! In this project, I experimented with and compared the performance of two classifiers - A Non-neural classification (SVM) and a Neural network classification (MLP).\nI reflected on their results and went on Improving the results from the better classifier with Tensorflow image augmentation.\nI then went on to train a Neural network model to classify underwater images.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fveeqtoh%2Fcorossion-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fveeqtoh%2Fcorossion-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fveeqtoh%2Fcorossion-detection/lists"}