{"id":17311334,"url":"https://github.com/dnth/microalgae-cell-counter-blogpost","last_synced_at":"2025-03-27T01:13:54.580Z","repository":{"id":98065886,"uuid":"478859900","full_name":"dnth/microalgae-cell-counter-blogpost","owner":"dnth","description":"Accompanying repo for the blogpost Modelling a Microalgae Cell Counter with Deep Learning on dicksonneoh.com","archived":false,"fork":false,"pushed_at":"2022-06-15T05:24:29.000Z","size":121591,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-25T18:12:22.424Z","etag":null,"topics":[],"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/dnth.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":"2022-04-07T06:44:02.000Z","updated_at":"2023-04-08T08:40:07.000Z","dependencies_parsed_at":null,"dependency_job_id":"9801e9c1-67ea-4de1-870e-ed0d686bb711","html_url":"https://github.com/dnth/microalgae-cell-counter-blogpost","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/dnth%2Fmicroalgae-cell-counter-blogpost","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fmicroalgae-cell-counter-blogpost/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fmicroalgae-cell-counter-blogpost/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dnth%2Fmicroalgae-cell-counter-blogpost/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dnth","download_url":"https://codeload.github.com/dnth/microalgae-cell-counter-blogpost/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245761296,"owners_count":20667895,"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":"2024-10-15T12:40:12.109Z","updated_at":"2025-03-27T01:13:54.560Z","avatar_url":"https://github.com/dnth.png","language":"Jupyter Notebook","funding_links":["https://www.buymeacoffee.com/dicksonneoh"],"categories":[],"sub_categories":[],"readme":"# Training a Deep Learning Model for Cell Counting in 17 Lines of Code with 17 Images\n![image](https://dicksonneoh.com/images/portfolio/training_dl_model_for_cell_counting/post_image.png)\n\nThis is an accompanying repo for the blog post Training a Deep Learning Model for Cell Counting in 17 Lines of Code with 17 Images.\nLink to the full blog post\nhttps://dicksonneoh.com/portfolio/training_dl_model_for_cell_counting/\n\n\nIn this blog post, I will walk you through how to use the IceVision library and train a state-of-the-art deep learning model with Fastai to count microalgae cells.\n\nAmong the things you will learn:\n\n* Installation of the libraries.\n* Prepare and label any dataset for object detection.\n* Train a high-performance VFNet model with IceVision \u0026 Fastai.\n* Use the model for inference on new images.\n\nBy the end of the post, you will have an object detection model that will automatically detect microalgae cells from an image.\n\n![image](https://dicksonneoh.com/portfolio/training_dl_model_for_cell_counting/inference_hu4e27c33022e9aff192e501fa00651150_1733072_720x0_resize_box_3.png)\n\n\n\n# Support Me\nIf you like what you see, support me in keeping the lights on to produce more posts like this.\n\n\u003ca href=\"https://www.buymeacoffee.com/dicksonneoh\" target=\"_blank\"\u003e\u003cimg src=\"https://cdn.buymeacoffee.com/buttons/v2/default-blue.png\" alt=\"Buy Me A Coffee\" style=\"height: 60px !important;width: 217px !important;\" \u003e\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdnth%2Fmicroalgae-cell-counter-blogpost","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdnth%2Fmicroalgae-cell-counter-blogpost","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdnth%2Fmicroalgae-cell-counter-blogpost/lists"}