{"id":24626314,"url":"https://github.com/thangbuiq/garbage-classification-web","last_synced_at":"2026-04-11T02:14:50.691Z","repository":{"id":215227804,"uuid":"704885842","full_name":"thangbuiq/garbage-classification-web","owner":"thangbuiq","description":"Garbage classification website on AWS with Tensorflow ResNet50 as deeplearning model, FastAPI as backend and ReactJs as frontend. DEPRECATED: No resource for API hosting","archived":false,"fork":false,"pushed_at":"2024-05-04T07:58:40.000Z","size":178496,"stargazers_count":2,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-25T04:48:14.732Z","etag":null,"topics":["ec2","fastapi","reactjs","resnet-50"],"latest_commit_sha":null,"homepage":"https://garbage-classification-web.vercel.app","language":"JavaScript","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/thangbuiq.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":"2023-10-14T11:59:56.000Z","updated_at":"2024-10-27T16:10:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"21c2f200-b492-4dd6-9812-30352f52d9bf","html_url":"https://github.com/thangbuiq/garbage-classification-web","commit_stats":null,"previous_names":["thangbuiq/simple_mlops","thangbuiq/garbage-classification-web"],"tags_count":12,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thangbuiq%2Fgarbage-classification-web","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thangbuiq%2Fgarbage-classification-web/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thangbuiq%2Fgarbage-classification-web/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thangbuiq%2Fgarbage-classification-web/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thangbuiq","download_url":"https://codeload.github.com/thangbuiq/garbage-classification-web/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244525599,"owners_count":20466545,"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":["ec2","fastapi","reactjs","resnet-50"],"created_at":"2025-01-25T04:48:24.521Z","updated_at":"2025-10-15T10:04:54.950Z","avatar_url":"https://github.com/thangbuiq.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning To Production\n\n\u003e [!IMPORTANT]\n\u003e Our project during the university course, we have deployed a webapp to classify garbage images. We have used **ResNet50** model to classify the images. The model has been trained on the dataset of 6 classes: **cardboard, glass, metal, paper, plastic, trash**. The model has achieved **90%** accuracy on the test set.\n\u003e You can see the proof at [our report](https://thangbuiq.github.io/garbage-classification-web).\n\u003e But because of the cost, we have to stop the service. So, we choose **Render** to deploy our webapp and change the model to **Zero-shot learning** instead of **ResNet50**.\n\n\u003e [!NOTE]\n\u003e View our webapp at =\u003e [garbage-classification-web.vercel.app](https://garbage-classification-web.vercel.app/)\n\n- Architect Design:\n\n  ![Architecture Diagram](architecture.gif)\n\n# Thank you for visiting\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthangbuiq%2Fgarbage-classification-web","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthangbuiq%2Fgarbage-classification-web","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthangbuiq%2Fgarbage-classification-web/lists"}