{"id":19978233,"url":"https://github.com/anujdutt9/cnn-deep-layer-filters-visualization","last_synced_at":"2026-05-09T02:35:29.881Z","repository":{"id":79123243,"uuid":"100657038","full_name":"anujdutt9/CNN-Deep-Layer-Filters-Visualization","owner":"anujdutt9","description":"CNN Deep Layer Filters Visualization using Tensorflow.","archived":false,"fork":false,"pushed_at":"2017-08-18T14:57:24.000Z","size":23223,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-12T10:13:26.553Z","etag":null,"topics":["convolutional-neural-networks","hidden-layers","numpy","python35","tensorflow","visualization"],"latest_commit_sha":null,"homepage":"","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/anujdutt9.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}},"created_at":"2017-08-18T00:37:45.000Z","updated_at":"2020-08-25T02:43:38.000Z","dependencies_parsed_at":null,"dependency_job_id":"4f50f167-73fe-4c03-94bf-ebcad719af85","html_url":"https://github.com/anujdutt9/CNN-Deep-Layer-Filters-Visualization","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/anujdutt9%2FCNN-Deep-Layer-Filters-Visualization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anujdutt9%2FCNN-Deep-Layer-Filters-Visualization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anujdutt9%2FCNN-Deep-Layer-Filters-Visualization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anujdutt9%2FCNN-Deep-Layer-Filters-Visualization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/anujdutt9","download_url":"https://codeload.github.com/anujdutt9/CNN-Deep-Layer-Filters-Visualization/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241411543,"owners_count":19958753,"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":["convolutional-neural-networks","hidden-layers","numpy","python35","tensorflow","visualization"],"created_at":"2024-11-13T03:32:07.327Z","updated_at":"2026-05-09T02:35:24.860Z","avatar_url":"https://github.com/anujdutt9.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CNN-Hidden-Layer-Filters-Visualization\n\n***This project contains the code for visualizing the Filters in the Hidden Layers of a Convolutional Neural Network. To depict this, I have used the MNIST dataset as Input.***\n\n# Requirements:\n\n1. **Tensorflow v1.2.1**\n\n2. **Numpy 1.13.0 [+ mkl for Windows]**\n\n3. **Python 3.5 64-bit**\n\n\n# Usage:\n\n```\npython3 main.py\n```\n\n\n# Results:\n\n1. *Input Image*\n\n![Output a1](Outputs/InputImage.png?raw=true \"Output a1\")\n\n2. *First Hidden Layer Filters*\n\n![Output a1](Outputs/FirstHiddenLayer.png?raw=true \"Output a1\")\n\n3. *Second Hidden Layer Filters*\n\n![Output a1](Outputs/SecondHiddenLayer.png?raw=true \"Output a1\")\n\n4. *Third Hidden Layer Filters*\n\n![Output a1](Outputs/ThirdHiddenLayer.png?raw=true \"Output a1\")  \n\n5. *Pooling Layer Visualization*\n\n![Output a1](Outputs/PoolingLayer.png?raw=true \"Output a1\")  \n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanujdutt9%2Fcnn-deep-layer-filters-visualization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanujdutt9%2Fcnn-deep-layer-filters-visualization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanujdutt9%2Fcnn-deep-layer-filters-visualization/lists"}