{"id":28427940,"url":"https://github.com/unused-dev/tfc-tensorflow-cnns","last_synced_at":"2025-10-24T15:31:51.349Z","repository":{"id":209847768,"uuid":"725091433","full_name":"unused-dev/tfc-tensorflow-cnns","owner":"unused-dev","description":"Convolutional Neural Networks in TensorFlow","archived":false,"fork":false,"pushed_at":"2023-11-29T12:24:59.000Z","size":1,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-05T12:38:37.055Z","etag":null,"topics":["tensorflow"],"latest_commit_sha":null,"homepage":"","language":null,"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/unused-dev.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,"zenodo":null}},"created_at":"2023-11-29T12:23:17.000Z","updated_at":"2024-11-04T15:32:20.000Z","dependencies_parsed_at":null,"dependency_job_id":"e1fabb28-6bf3-4516-bc47-a6dfcafe7879","html_url":"https://github.com/unused-dev/tfc-tensorflow-cnns","commit_stats":null,"previous_names":["hwahyeon/class-cnn-tf","unused-dev/tfc-tensorflow-cnns"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/unused-dev/tfc-tensorflow-cnns","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unused-dev%2Ftfc-tensorflow-cnns","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unused-dev%2Ftfc-tensorflow-cnns/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unused-dev%2Ftfc-tensorflow-cnns/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unused-dev%2Ftfc-tensorflow-cnns/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/unused-dev","download_url":"https://codeload.github.com/unused-dev/tfc-tensorflow-cnns/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unused-dev%2Ftfc-tensorflow-cnns/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262302540,"owners_count":23290283,"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":["tensorflow"],"created_at":"2025-06-05T12:30:52.922Z","updated_at":"2025-10-24T15:31:46.044Z","avatar_url":"https://github.com/unused-dev.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Convolutional Neural Networks in TensorFlow\n\n`TensorFlow` `Machine Learning` `Deep Learning`\n\n## Overview\nThis repository contains the summarized learning materials of **Convolutional Neural Networks in TensorFlow**.\n\n\u003e Instructor: Laurence Moroney\n\n## Modules\n1. [Exploring a Larger Dataset](./week01)\n2. [Augmentation: A technique to avoid overfitting](./week02)\n3. [Transfer Learning](./week03)\n4. [Multiclass Classifications](./week04)\n\n## Learning Contents\n- Handle real-world image data\n- Plot loss and accuracy\n- Explore strategies to prevent overfitting, including augmentation and dropout\n- Learn transfer learning and how learned features can be extracted from models\n\n## References\n[Introduction to the course](https://www.coursera.org/learn/convolutional-neural-networks-tensorflow)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Funused-dev%2Ftfc-tensorflow-cnns","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Funused-dev%2Ftfc-tensorflow-cnns","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Funused-dev%2Ftfc-tensorflow-cnns/lists"}