{"id":15911481,"url":"https://github.com/devamoghs/dl-assignment-1","last_synced_at":"2025-04-03T02:22:11.059Z","repository":{"id":37430475,"uuid":"505780828","full_name":"devAmoghS/DL-Assignment-1","owner":"devAmoghS","description":null,"archived":false,"fork":false,"pushed_at":"2022-10-15T09:54:03.000Z","size":3411,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-08T16:31:34.144Z","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/devAmoghS.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-06-21T09:44:14.000Z","updated_at":"2022-06-27T07:18:28.000Z","dependencies_parsed_at":"2023-01-19T12:18:05.741Z","dependency_job_id":null,"html_url":"https://github.com/devAmoghS/DL-Assignment-1","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/devAmoghS%2FDL-Assignment-1","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devAmoghS%2FDL-Assignment-1/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devAmoghS%2FDL-Assignment-1/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devAmoghS%2FDL-Assignment-1/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/devAmoghS","download_url":"https://codeload.github.com/devAmoghS/DL-Assignment-1/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246922832,"owners_count":20855462,"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":"2024-10-06T15:42:03.781Z","updated_at":"2025-04-03T02:22:11.035Z","avatar_url":"https://github.com/devAmoghS.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DL-Assignment-1\n\n## Making a model to detect Pneumonia from X-ray images using Artificial Neural Networks\n\n![Sample Data](https://user-images.githubusercontent.com/16324607/195980147-22124c62-d11b-4f62-b134-2ca5db549bc0.png)\n\n\n* How to process images as a pandas dataframe ?\n* Processing images and applying data augmentation to make new training data\n* Designing an architecture to perform decent classification\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/devamoghs/DL-Assignment-1/blob/main/DLAssignment1_Q1_Group255-Final.ipynb)\n\n![Accuracy Plot](https://user-images.githubusercontent.com/16324607/195980213-2bfad559-61ff-4801-81e0-bea473a4b40c.png)\n\n\n## Making a minimalistic model to classify Spiral data (XOR dataset) using neural models\n\n![Spiral Dataset](https://user-images.githubusercontent.com/16324607/195979985-66dca8f3-c10e-4028-b62a-48703a94ee21.png)\n\n* How to design a neural network ?\n* Impact of adding more layers in a network\n* Comparing shallow and deep networks\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/devAmoghS/DL-Assignment-1/blob/main/DLAssignment1_Q2_Group255.ipynb)\n\n![Results](https://user-images.githubusercontent.com/16324607/195980044-9aa4ae0e-06eb-4bc3-85b4-136b54a51750.png)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevamoghs%2Fdl-assignment-1","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevamoghs%2Fdl-assignment-1","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevamoghs%2Fdl-assignment-1/lists"}