{"id":15465985,"url":"https://github.com/athityakumar/lucy","last_synced_at":"2025-07-30T02:09:40.763Z","repository":{"id":71449596,"uuid":"175101917","full_name":"athityakumar/lucy","owner":"athityakumar","description":"Kinda sounds like \"Loosely see\"","archived":false,"fork":false,"pushed_at":"2019-04-28T20:05:46.000Z","size":37661,"stargazers_count":2,"open_issues_count":1,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-10-18T23:12:26.975Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/athityakumar.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":"2019-03-11T23:54:38.000Z","updated_at":"2022-02-16T12:00:44.000Z","dependencies_parsed_at":"2023-06-13T13:00:39.714Z","dependency_job_id":null,"html_url":"https://github.com/athityakumar/lucy","commit_stats":{"total_commits":12,"total_committers":2,"mean_commits":6.0,"dds":0.08333333333333337,"last_synced_commit":"8559fc3b512560c20f20c7a05fab398b18bc0a1b"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/athityakumar/lucy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/athityakumar%2Flucy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/athityakumar%2Flucy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/athityakumar%2Flucy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/athityakumar%2Flucy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/athityakumar","download_url":"https://codeload.github.com/athityakumar/lucy/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/athityakumar%2Flucy/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267797551,"owners_count":24145706,"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":"2025-07-30T02:00:09.044Z","response_time":70,"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":"2024-10-02T01:04:29.570Z","updated_at":"2025-07-30T02:09:40.728Z","avatar_url":"https://github.com/athityakumar.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Lucy\n\n### Introduction\n\nLucy is a smart region proposer for existing Convolutional Neural Network (CNN) architectures, that incorporates soft computing methodologies like Genetic Algorithm (GA) \u0026 Particle Swarm Optimization (PSO) to provide better region proposals than conventional selective search algorithm.\n\n### TODOs\n\n- [x] Isolate `GA` class methods from `Regions` class\n- [x] Figure out a better architecture for easily changing fitness functions\n- [x] Figure out how to handle mutations trying to overgrow original image\n- [x] Try out PSO-based region proposer\n  - [x] Add fitness function-1\n  - [ ] Add fitness function-2\n  - [x] Fix the velocity update sanitizer function\n- [ ] Write an evaluator script, that runs for whole corpus and integrates with CNN pipeline\n- [x] Write a CLI script, that makes it easy to run for a sample image\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fathityakumar%2Flucy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fathityakumar%2Flucy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fathityakumar%2Flucy/lists"}