{"id":18428986,"url":"https://github.com/afondiel/computer-vision-kaggle-free-course","last_synced_at":"2026-05-02T11:34:29.279Z","repository":{"id":218141113,"uuid":"711250179","full_name":"afondiel/Computer-Vision-Kaggle-Free-Course","owner":"afondiel","description":"This is a Computer Vision Free Course from @Kaggle.","archived":false,"fork":false,"pushed_at":"2024-01-24T17:07:56.000Z","size":3957,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-13T21:17:47.474Z","etag":null,"topics":["cnn","computer-vision","computer-vision-algorithms","computer-vision-lecture-notes","convnets","cv","free-courses","kaggle","kaggle-learn","keras","tensorflow","vision","zero-to-hero"],"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/afondiel.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":"2023-10-28T16:58:52.000Z","updated_at":"2024-01-19T23:42:37.000Z","dependencies_parsed_at":"2024-01-24T16:55:32.377Z","dependency_job_id":null,"html_url":"https://github.com/afondiel/Computer-Vision-Kaggle-Free-Course","commit_stats":null,"previous_names":["afondiel/computer-vision-kaggle-free-course"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afondiel%2FComputer-Vision-Kaggle-Free-Course","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afondiel%2FComputer-Vision-Kaggle-Free-Course/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afondiel%2FComputer-Vision-Kaggle-Free-Course/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afondiel%2FComputer-Vision-Kaggle-Free-Course/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/afondiel","download_url":"https://codeload.github.com/afondiel/Computer-Vision-Kaggle-Free-Course/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248782259,"owners_count":21160717,"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":["cnn","computer-vision","computer-vision-algorithms","computer-vision-lecture-notes","convnets","cv","free-courses","kaggle","kaggle-learn","keras","tensorflow","vision","zero-to-hero"],"created_at":"2024-11-06T05:15:19.535Z","updated_at":"2026-05-02T11:34:24.252Z","avatar_url":"https://github.com/afondiel.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Computer Vision Kaggle Free Course\n\n## Overview\n\nThis is a Computer Vision Free Course from Kaggle lectured by [Alexis Cook](https://www.kaggle.com/alexisbcook) Head of [Kaggle Learn](https://www.kaggle.com/learn) and [Ryan Holbrook](https://www.kaggle.com/ryanholbrook) a Data Scientist @ [Kaggle](https://www.kaggle.com/).\n\n## Course Plan\n\n1. [The Convolutional Classifier](#) \n2. [Convolution and ReLU](#)\n3. [Maximum Pooling](#)\n4. [The Sliding Window](#)\n5. [Custom Convnets](#)\n6. [Data Augmentation](#)\n\n## Requirements \u0026 Setup \n\n**Requirements**\n\n- All you need is an Kaggle Account to start learning for free\n- Once you logged in, go this [link](https://www.kaggle.com/learn/computer-vision), and you ready to go.\n\n## Notebooks - Lectures \u0026 Lab\n\n|Chapiter|Lectures|Exercises|\n|--|--|--|\n|1. The Convolutional Classifier| [![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/lectures/the-convolutional-classifier.ipynb) |[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/exercises/01-lab-the-convolutional-classifier.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://www.kaggle.com/code/thepostitguy/01-lab-the-convolutional-classifier/edit)|\n|2. Convolution and ReLU|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/lectures/convolution-and-relu.ipynb)|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/exercises/02-lab-convolution-and-relu.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://www.kaggle.com/thepostitguy/02-lab-convolution-and-relu/edit)|\n|3. Maximum Pooling|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/lectures/maximum-pooling.ipynb)|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/exercises/03-lab-maximum-pooling-942c4f.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://www.kaggle.com/thepostitguy/03-lab-maximum-pooling-942c4f/edit)|\n|4. The Sliding Window|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/lectures/the-sliding-window.ipynb)|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/exercises/04-lab-the-sliding-window.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://www.kaggle.com/thepostitguy/04-lab-the-sliding-window/edit)|\n|5. Custom Convnets|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/lectures/custom-convnets.ipynb)|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/exercises/05-lab-custom-convnets.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://www.kaggle.com/thepostitguy/05-lab-custom-convnets/edit)|\n|6. Data Augmentation|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/lectures/data-augmentation.ipynb)|[![Open notebook in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/afondiel/Computer-Vision-Kaggle-Free-Course/blob/main/lab/notebooks/exercises/06-lab-data-augmentation.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://www.kaggle.com/thepostitguy/06-lab-data-augmentation/edit)|\n||||\n\n\nHappy Learning!\n\n\n## References\n\n- [Kaggle Computer Vision Online Course](https://www.kaggle.com/learn/computer-vision)\n- [Kaggle Learn - Other Online Courses](https://www.kaggle.com/learn)\n\n\n\u003e ## \"Vision is a picture of the future that produces passion.\" - Bill Hybels\n \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fafondiel%2Fcomputer-vision-kaggle-free-course","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fafondiel%2Fcomputer-vision-kaggle-free-course","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fafondiel%2Fcomputer-vision-kaggle-free-course/lists"}