{"id":18140701,"url":"https://github.com/nikithasheerka/shopwell","last_synced_at":"2026-04-06T09:32:20.675Z","repository":{"id":260395228,"uuid":"881078346","full_name":"NikithaSheerka/Shopwell","owner":"NikithaSheerka","description":"A mobile application that provides users with nutritional insights by scanning food labels.","archived":false,"fork":false,"pushed_at":"2024-10-31T03:31:23.000Z","size":46567,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-12T23:42:27.379Z","etag":null,"topics":["flutter","mongodb","nodejs","opencv","python","tesseract"],"latest_commit_sha":null,"homepage":"","language":"Dart","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/NikithaSheerka.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":"2024-10-30T21:53:40.000Z","updated_at":"2024-11-20T23:06:46.000Z","dependencies_parsed_at":"2024-10-31T04:34:07.357Z","dependency_job_id":null,"html_url":"https://github.com/NikithaSheerka/Shopwell","commit_stats":null,"previous_names":["nikithasheerka/shopwell"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NikithaSheerka%2FShopwell","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NikithaSheerka%2FShopwell/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NikithaSheerka%2FShopwell/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NikithaSheerka%2FShopwell/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NikithaSheerka","download_url":"https://codeload.github.com/NikithaSheerka/Shopwell/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247521731,"owners_count":20952408,"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":["flutter","mongodb","nodejs","opencv","python","tesseract"],"created_at":"2024-11-01T16:04:55.912Z","updated_at":"2025-12-30T20:05:44.803Z","avatar_url":"https://github.com/NikithaSheerka.png","language":"Dart","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Shopwell - Nutri Label Scanner\n\n\n## App to explain the food label\nDevelop a mobile app with camera support, the user points the camera on the food label on an item and the app provides an explanation on major ingredients and their benefits/problems. For example, if the label has the first ingredient as sugar, it warns the user. Some cryptic ingredients are explained in plain English.\n\n\n\u003e Problem Statement\n\n1) Get Nutritional Informtaion from packaged foods Nutrition Labels and classify them as healhy or unhealthy\n\n2) Explain the cryptic nutrients in label to the users with description\n\n3) Visualize the nutrients quantity overall\n\n4) Search for any food item to get the nutrients information in it\n\n\n\u003e Abstract\n\nThe concept of ”shop.well” stems from the notion that nutrition is essential to our diet. ”shop.well” is a smartphone application that scans the food label on packaged food products and generates major conclusions about the nutritional value any food brings to our diet, how many calories it delivers per serving, and which nutrients are present in that food. Our project utilizes Flutter as the front-end framework, which The concept of ”Shop well” stems from the notion that nutrition is essential to our diet. ”shop.well” is a smartphone application that scans the food label on packaged food products and generates major conclusions about the nutritional value any food brings to our diet, how many calories it delivers per serving, and which nutrients are present in that food.\n\n\u003e Approach\n\n  • Planned and constructed the application while taking into account the necessary technology stack: Flutter, JavaScript runtime environment: Node.js, MongoDB, OpenCV, tesseract, Python, and Flask. \u003cbr\u003e\n  • Frontend (Flutter SDK) and backend development began simultaneously (both node server and ML server). \u003cbr\u003e\n  • Added user authentication and presented information based on the user’s input to personalize the program. \u003cbr\u003e\n  • Communicated between the frontend and the backend (Flutter with the node server and node with the flask server. \u003cbr\u003e\n\n\n\u003e Persona \n\nAny User/Customers with a Smartphone who wants to get nutritional insights about packaged food.\n\n\u003e Architechure Diagram\n\n![WhatsApp Image 2022-05-18 at 7 30 29 PM (1)](https://user-images.githubusercontent.com/25033517/169194861-2d6b0fa4-922a-4a0a-ad5c-eed4715dd28e.jpeg)\n\n\u003e Use Case Diagram\n\n![WhatsApp Image 2022-05-18 at 7 30 29 PM](https://user-images.githubusercontent.com/25033517/169194691-1c3ede50-b20e-460d-bd57-9b6eb814de9b.jpeg)\n\n\n\u003e API Block Diagram\n\n![WhatsApp Image 2022-05-18 at 7 30 29 PM (2)](https://user-images.githubusercontent.com/25033517/169194924-7bf9043c-72fc-4265-aa39-002de02e9330.jpeg)\n\n\u003e Run the Flutter App\n\n\n```console\n\ncd shopwell_app\nflutter clean\nflutter pub get\ncd ios\npod install\nflutter run\n\n```\n\n\u003e Run the Backend\n\n\n```console\n\ncd api\nnpm install\nnode app.js\n\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikithasheerka%2Fshopwell","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnikithasheerka%2Fshopwell","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikithasheerka%2Fshopwell/lists"}