{"id":20536606,"url":"https://github.com/sarthak-1408/indian-food-classification","last_synced_at":"2025-09-25T15:31:56.250Z","repository":{"id":184478315,"uuid":"376840424","full_name":"Sarthak-1408/Indian-Food-Classification","owner":"Sarthak-1408","description":"This Repo Represents Indian Food Classification and with the help of this project you can easily identify the Indian food","archived":false,"fork":false,"pushed_at":"2021-06-15T04:47:51.000Z","size":14632,"stargazers_count":8,"open_issues_count":1,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-07T12:52:04.754Z","etag":null,"topics":["classification-model","deep-learning","deep-neural-networks","flask","flask-application","image-classification","keras-neural-networks","keras-tensorflow","tensorflow"],"latest_commit_sha":null,"homepage":"","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/Sarthak-1408.png","metadata":{"files":{"readme":"README.md","changelog":"history_v1_inceptionV3.log","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}},"created_at":"2021-06-14T13:52:37.000Z","updated_at":"2025-03-21T05:10:57.000Z","dependencies_parsed_at":null,"dependency_job_id":"9ae58ec0-abca-483d-9dc6-3c5c8078b0a1","html_url":"https://github.com/Sarthak-1408/Indian-Food-Classification","commit_stats":null,"previous_names":["sarthak-1408/indian-food-classification"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Sarthak-1408/Indian-Food-Classification","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sarthak-1408%2FIndian-Food-Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sarthak-1408%2FIndian-Food-Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sarthak-1408%2FIndian-Food-Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sarthak-1408%2FIndian-Food-Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sarthak-1408","download_url":"https://codeload.github.com/Sarthak-1408/Indian-Food-Classification/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sarthak-1408%2FIndian-Food-Classification/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":276940182,"owners_count":25732260,"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":"2025-09-25T02:00:09.612Z","response_time":80,"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":["classification-model","deep-learning","deep-neural-networks","flask","flask-application","image-classification","keras-neural-networks","keras-tensorflow","tensorflow"],"created_at":"2024-11-16T00:37:14.162Z","updated_at":"2025-09-25T15:31:55.124Z","avatar_url":"https://github.com/Sarthak-1408.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Indian Food Classification\nDemo Video :point_down:\n\nhttps://user-images.githubusercontent.com/72247049/121991922-3913a080-cdbe-11eb-9234-a6498050ead0.mp4\n\nDemo Image :point_down:\n\n![Screenshot from 2021-06-14 22-38-30](https://user-images.githubusercontent.com/72247049/121991992-5ba5b980-cdbe-11eb-971c-182bb1a0913b.png)\n\n![Screenshot from 2021-06-14 22-38-01](https://user-images.githubusercontent.com/72247049/121992054-7aa44b80-cdbe-11eb-8975-f82da1c28f16.png)\n\n - This Repo Represents **\"Indian Food Classification\"**\n - with the help of this project we can easily identity Indian Foods\n \n# Description :clipboard:\n\n - I use Transfer learning (InceptionV3 Model) to create this model and got a 92% accuracy and I Perfrom some EDA \n   to check each classes and Check number of training examples of each food.\n\n - This project will help people from other countries to classify Indian food easily.\n - I also Perform Data Augmentation for increasing the number of training examples , Data Augmentation can also reduce Overfitting.\n - I use callbacks can helps you prevent overfitting, visualize training progress, debug your code, save checkpoints, generate logs etc.\n - I use InceptionV3 Pre-Trained and got Training Accuracy 93% , you can also use other Pre-Trained Model like ResNet50 , Vgg19 etc\n - I use Flask to create a Web app and make an easy or Simple UI\n \n# Dataset :bulb:\n - Download the Dataset here :point_down:\n - https://www.kaggle.com/theeyeschico/indian-food-classification\n \n# Installation :desktop_computer:\n  - scikit-learn==0.24.1\n  - pandas==1.1.3\n  - numpy==1.18.5\n  - seaborn==0.11.1\n  - missingno==0.4.2\n  - imblearn==0.8.0\n  - tensorflow==2.5.0\n  - matlotlib==3.4.2\n   etc\n  \n To install the required packages and libraries, run this command in the project directory after cloning the repository:\n \n ```\n pip install -r requirements.txt\n```\n# Motivation 💪 \n What to do when you are at home due to this pandemic situation? I started to learn Machine Learning and Deep learning \n in last 8 months . I came to know mathematics behind all supervised models. Finally it is important to \n work on application (real world application) to actually make a difference.\n \n# Bug / Features\n If you find any bug or other problem regarding this project so just contact me on handles given below or also create an issue in issue section\n - **Linkdin** - https://www.linkedin.com/in/sarthak-sharma-5472aa1a0/\n - **Gmail** - sarthakparashar1408@gmail.com\n \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsarthak-1408%2Findian-food-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsarthak-1408%2Findian-food-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsarthak-1408%2Findian-food-classification/lists"}