{"id":16791815,"url":"https://github.com/rubycho/cv-notes","last_synced_at":"2025-08-09T19:35:42.621Z","repository":{"id":216062561,"uuid":"278909333","full_name":"rubycho/cv-notes","owner":"rubycho","description":"my computer vision notes","archived":false,"fork":false,"pushed_at":"2020-11-22T10:54:08.000Z","size":35652,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-23T11:32:29.163Z","etag":null,"topics":["computer-vision","machine-learning"],"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/rubycho.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}},"created_at":"2020-07-11T17:25:28.000Z","updated_at":"2024-06-06T07:01:31.000Z","dependencies_parsed_at":"2024-01-08T09:40:59.545Z","dependency_job_id":null,"html_url":"https://github.com/rubycho/cv-notes","commit_stats":null,"previous_names":["rubycho/cv-notes"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rubycho%2Fcv-notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rubycho%2Fcv-notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rubycho%2Fcv-notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rubycho%2Fcv-notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rubycho","download_url":"https://codeload.github.com/rubycho/cv-notes/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243960449,"owners_count":20375101,"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":["computer-vision","machine-learning"],"created_at":"2024-10-13T08:35:54.422Z","updated_at":"2025-03-17T01:42:41.500Z","avatar_url":"https://github.com/rubycho.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# cv-notes\n\nComputer Vision Code Snippets.\n\n## Contents\n\n- CV00 CNN, Classification (Keras)\n- CV01 Transfer Learning, Classification (Keras)\n- CV02 Segmentation (Keras)\n- CV03 YOLO\n  - CV03-1 Try YOLO (Overview, Darknet)\n  - CV03-2 YOLO in tensorflow (Overview, Keras)\n  - CV03-3 Traffic Sign with YOLO (Darknet, Kaggle)\n  - CV03-O Detecting in video (Darknet, C)\n- CV04 GAN\n  - CV04-1 GAN (Keras)\n  - CV04-2 DCGAN alike (Keras)\n- CV05 Neural Style Transfer (Keras)\n- CV06 GAN, more\n  - CV06-1 CycleGAN (Keras)\n- CVA0 Let's learn PyTorch\n  - CVA0-1 Learning PyTorch with Examples (1) (PyTorch)\n  - CVA0-2 Learning PyTorch with Examples (2) (PyTorch)\n\n## Future Work\n\nNo plans now.\n\n- CV06 GAN, more\n  - CV06-2 SRGAN (PyTorch)*\n- CV07 Hyperparameter Tuning*\n- CV08 Object Detection, more\n  - CV08-1 R-CNN*\n  - CV08-2 SSD*\n- CV09 Final Project: Deep Fake*\n\n## Hall of Outputs\n\n![](.github/HoO.png)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frubycho%2Fcv-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frubycho%2Fcv-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frubycho%2Fcv-notes/lists"}