{"id":49874285,"url":"https://github.com/engineeringmadness/nightlight-web","last_synced_at":"2026-05-15T11:41:15.931Z","repository":{"id":107943099,"uuid":"183860434","full_name":"engineeringmadness/nightlight-web","owner":"engineeringmadness","description":"Fully Convolutional pipeline to enhance pitch dark images","archived":false,"fork":false,"pushed_at":"2023-04-08T03:44:05.000Z","size":1958,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-11-20T20:05:26.776Z","etag":null,"topics":[],"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/engineeringmadness.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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-04-28T05:35:28.000Z","updated_at":"2023-04-08T03:44:09.000Z","dependencies_parsed_at":"2023-06-14T12:15:46.558Z","dependency_job_id":null,"html_url":"https://github.com/engineeringmadness/nightlight-web","commit_stats":null,"previous_names":["engineeringmadness/nightlight-web"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/engineeringmadness/nightlight-web","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engineeringmadness%2Fnightlight-web","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engineeringmadness%2Fnightlight-web/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engineeringmadness%2Fnightlight-web/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engineeringmadness%2Fnightlight-web/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/engineeringmadness","download_url":"https://codeload.github.com/engineeringmadness/nightlight-web/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engineeringmadness%2Fnightlight-web/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33066008,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-15T11:35:32.926Z","status":"ssl_error","status_checked_at":"2026-05-15T11:35:31.362Z","response_time":103,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"2026-05-15T11:41:15.270Z","updated_at":"2026-05-15T11:41:15.926Z","avatar_url":"https://github.com/engineeringmadness.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Nightlight Web App\n\nBachelors of Technology Major project. In this project we have implemented a CNN based on the paper Learning to see in the dark.\nThe CNN uses a U-Net architecture and takes as input dark images and brightens them up so all the details are visible\n\nSteps to run\n\n1. Clone this repo \n2. Install Anaconda and Install additional dependencies by running \n\u003econda install tensorflow\n\n\u003epython -m pip install django pillow rawpy imagio exifread\n3. Download model files from below link and place them in transform/model/ folder\n4. Download static assets and place them in static/assets/ folder\n5. Setup database using \n\u003epython manage.py migrate\n6. Run app using\n\u003epython manage.py runserver \n7. Goto 127.0.0.1:8000 in browser\n\nBased on paper Learning to See in the Dark - https://arxiv.org/abs/1805.01934\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fengineeringmadness%2Fnightlight-web","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fengineeringmadness%2Fnightlight-web","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fengineeringmadness%2Fnightlight-web/lists"}