{"id":19982832,"url":"https://github.com/zenklinov/image-recognition","last_synced_at":"2026-05-14T19:04:38.685Z","repository":{"id":241714724,"uuid":"807421910","full_name":"zenklinov/Image-recognition","owner":"zenklinov","description":"This project is a simple image classification application built using PyTorch and Streamlit. It utilizes the pre-trained ResNet50 model to classify images and provides input options via file upload, URL input, or URL copied from the clipboard.","archived":false,"fork":false,"pushed_at":"2025-02-24T11:47:07.000Z","size":16,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-24T12:35:31.973Z","etag":null,"topics":["deep-learning","image-classification","streamlit"],"latest_commit_sha":null,"homepage":"https://image-recognition-6jn7ljvtsbxod7zwpardzn.streamlit.app/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zenklinov.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2024-05-29T04:36:43.000Z","updated_at":"2025-02-24T11:47:11.000Z","dependencies_parsed_at":null,"dependency_job_id":"515b12ed-8054-4477-a5d4-f20c0b6a9767","html_url":"https://github.com/zenklinov/Image-recognition","commit_stats":null,"previous_names":["zenklinov/image-recognition"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zenklinov%2FImage-recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zenklinov%2FImage-recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zenklinov%2FImage-recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zenklinov%2FImage-recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zenklinov","download_url":"https://codeload.github.com/zenklinov/Image-recognition/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241418357,"owners_count":19959736,"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":["deep-learning","image-classification","streamlit"],"created_at":"2024-11-13T04:13:10.069Z","updated_at":"2025-11-25T21:03:21.316Z","avatar_url":"https://github.com/zenklinov.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image Classifier with ResNet50 and Streamlit\n\nThis project is a simple image classification application built using PyTorch and Streamlit. It utilizes the pre-trained ResNet50 model to classify images and provides input options via file upload, URL input, or URL copied from the clipboard.\n\n---\n\n## Features\n\n- **Upload Local Image File**: Supports formats such as JPEG, PNG, BMP, GIF, and TIFF.\n- **Classify Image from URL**: Paste an image URL to classify.\n- **Clipboard Integration**: Automatically retrieve and classify images from URLs copied to the clipboard.\n- **Top-5 Predictions**: Displays the top-5 predicted classes with their probabilities.\n\n---\n\n## Prerequisites\n\n- Python 3.8 or later\n- Install required libraries using `requirements.txt`.\n\n---\n\n## To Use\nClick to Link: https://image-recognition-6jn7ljvtsbxod7zwpardzn.streamlit.app/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzenklinov%2Fimage-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzenklinov%2Fimage-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzenklinov%2Fimage-recognition/lists"}