{"id":19414436,"url":"https://github.com/suji04/chat_screenshot_classifier","last_synced_at":"2025-04-24T12:31:56.840Z","repository":{"id":53653878,"uuid":"163720055","full_name":"Suji04/Chat_ScreenShot_Classifier","owner":"Suji04","description":"This convolutional neural network can say if an input image is a chat screen-shot or a normal image","archived":false,"fork":false,"pushed_at":"2021-03-20T01:54:24.000Z","size":67,"stargazers_count":15,"open_issues_count":3,"forks_count":5,"subscribers_count":3,"default_branch":"master","last_synced_at":"2023-02-27T02:18:35.455Z","etag":null,"topics":["cnn","fun-project","image-classification","image-processing","keras-tensorflow","machine-learning","python"],"latest_commit_sha":null,"homepage":null,"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/Suji04.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}},"created_at":"2019-01-01T07:18:01.000Z","updated_at":"2022-11-19T21:53:29.000Z","dependencies_parsed_at":"2022-09-10T06:20:56.722Z","dependency_job_id":null,"html_url":"https://github.com/Suji04/Chat_ScreenShot_Classifier","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Suji04%2FChat_ScreenShot_Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Suji04%2FChat_ScreenShot_Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Suji04%2FChat_ScreenShot_Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Suji04%2FChat_ScreenShot_Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Suji04","download_url":"https://codeload.github.com/Suji04/Chat_ScreenShot_Classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223954068,"owners_count":17231178,"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":["cnn","fun-project","image-classification","image-processing","keras-tensorflow","machine-learning","python"],"created_at":"2024-11-10T12:38:07.304Z","updated_at":"2024-11-10T12:38:08.079Z","avatar_url":"https://github.com/Suji04.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Chat_ScreenShot_Classifier\nThis convolutional neural network can predict if an input image is a chat screen-shot or a normal image. I have trained the model on 527 training images and tested on 132 test images. After 5 epochs it reached a training set accuracy more than 99% and a test set accuracy more than 98%. \n\n# Motivation : \nI have a couple of friends who used to send me a lot of chat screen-shots. Gradually my phone gallery became filled with them. So I thought it would be nice if I can make a model which can separate the chat screen-shots from other images for me :P \n\n# Try yourself :\nhttps://screen-shot-classifier.herokuapp.com/\n\n# Model :\nDownload the model from : https://drive.google.com/open?id=1k99ndVPuxI3kDGs6or2rSUWPC5LSjF-9\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuji04%2Fchat_screenshot_classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsuji04%2Fchat_screenshot_classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuji04%2Fchat_screenshot_classifier/lists"}