{"id":24064578,"url":"https://github.com/sourasishbasu/digit-classifier","last_synced_at":"2026-04-09T21:51:21.515Z","repository":{"id":195413391,"uuid":"692857649","full_name":"SourasishBasu/Digit-Classifier","owner":"SourasishBasu","description":"Simple ML app using Gradio and Tensorflow to identify handwritten digits","archived":false,"fork":false,"pushed_at":"2023-09-17T20:39:45.000Z","size":111,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-09T10:39:37.937Z","etag":null,"topics":["gradio","mnist","mnist-handwriting-recognition","python","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/SourasishBasu.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}},"created_at":"2023-09-17T19:44:03.000Z","updated_at":"2023-09-17T20:08:27.000Z","dependencies_parsed_at":"2023-09-17T20:56:36.992Z","dependency_job_id":null,"html_url":"https://github.com/SourasishBasu/Digit-Classifier","commit_stats":null,"previous_names":["sourasishbasu/digit-classifier"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SourasishBasu%2FDigit-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SourasishBasu%2FDigit-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SourasishBasu%2FDigit-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SourasishBasu%2FDigit-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SourasishBasu","download_url":"https://codeload.github.com/SourasishBasu/Digit-Classifier/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240907853,"owners_count":19876691,"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":["gradio","mnist","mnist-handwriting-recognition","python","tensorflow"],"created_at":"2025-01-09T10:38:37.988Z","updated_at":"2025-10-24T00:55:54.347Z","avatar_url":"https://github.com/SourasishBasu.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Digit-Classifier\nInteractive ML webapp using Gradio and Tensorflow to identify handwritten digits using a model trained on the MNIST dataset.\n\n## Prerequisites:\n\n- Python 3.9 \u0026 up\n\n- Open Command prompt and type:\n\n  ```bash\n  pip install gradio --user\n\n  pip install tensorflow --user\n  ```\n\n### To run in terminal:\n- Open Powershell in the local repository folder\n- Type:\n\n  ```bash\n   python main.py\n  ```\n  \n- The web interface will be available at the url generated: http://localhost:7860\n\n## Using Google Colab\n- The program is also available in Google Colab which can be accessed [here](https://colab.research.google.com/github/SourasishBasu/Digit-Classifier/blob/main/Digit_Classifier.ipynb).\n\n- Copy the notebook to your Google Drive and follow the instructions to run the code.\n\n## Usage\n\n- Draw different digits using mouse cursor onto the sketch area and click submit.\n\n- A list of guesses along with how confident the trained model is for other guesses will be provided with varying percentages.\n\n- Click clear to refresh the sketch area and start drawing again.\n\n## Images\n\n\u003cp align=\"center\"\u003e \n  \u003cimg src=\"assets/webUI.png\" /\u003e\n   \u003cbr\u003e\u003cb\u003eInterface\u003c/b\u003e\n\u003c/p\u003e\n\n\u003cbr\u003e\u003c/br\u003e\n\n\u003cp align=\"center\"\u003e \n  \u003cimg src=\"assets/output.png\" /\u003e\n  \u003cbr\u003e\u003cb\u003eExample\u003c/b\u003e\n\u003c/p\u003e\n\n\u003cbr\u003e\u003c/br\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsourasishbasu%2Fdigit-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsourasishbasu%2Fdigit-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsourasishbasu%2Fdigit-classifier/lists"}