{"id":25781820,"url":"https://github.com/barek2k2/deep_learning_cnn","last_synced_at":"2025-10-09T05:34:31.481Z","repository":{"id":257679793,"uuid":"859013440","full_name":"barek2k2/deep_learning_cnn","owner":"barek2k2","description":"Machine learning based Image classifier","archived":false,"fork":false,"pushed_at":"2024-09-26T04:19:24.000Z","size":17,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-25T07:48:05.214Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/barek2k2.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":"2024-09-17T23:34:37.000Z","updated_at":"2024-09-26T04:19:27.000Z","dependencies_parsed_at":null,"dependency_job_id":"d1d56091-65a2-4135-90c3-e631a0d511db","html_url":"https://github.com/barek2k2/deep_learning_cnn","commit_stats":null,"previous_names":["barek2k2/deep_learning_cnn"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/barek2k2/deep_learning_cnn","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/barek2k2%2Fdeep_learning_cnn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/barek2k2%2Fdeep_learning_cnn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/barek2k2%2Fdeep_learning_cnn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/barek2k2%2Fdeep_learning_cnn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/barek2k2","download_url":"https://codeload.github.com/barek2k2/deep_learning_cnn/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/barek2k2%2Fdeep_learning_cnn/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279000741,"owners_count":26082932,"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","status":"online","status_checked_at":"2025-10-09T02:00:07.460Z","response_time":59,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2025-02-27T07:30:52.785Z","updated_at":"2025-10-09T05:34:31.463Z","avatar_url":"https://github.com/barek2k2.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Developed a 13-layer CNN with 3 fully connected layers, resulting in a total of 16 layers. The model was trained over 25 epochs, achieving approximately 82% accuracy. After training, the model was tested with a cat image, and it successfully predicted the label as \"cat.\"\n1. `git clone git@github.com:barek2k2/deep_learning_cnn.git`\n2. `cd deep_learning_cnn`\n3. `python3 -m pip install -r requirements.txt`\n4. `python3 code_vgg_paper_cifar10.py`\n\nThe model uses CIFAR dataset with 10 classes of `['airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', 'frog', 'horse', 'ship', 'truck']`. Also the model uses Adam optimizer(optimization algorithm) through learning rate 0.0001\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbarek2k2%2Fdeep_learning_cnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbarek2k2%2Fdeep_learning_cnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbarek2k2%2Fdeep_learning_cnn/lists"}