{"id":14958869,"url":"https://github.com/9bow/tensorflowjs-codelab-transfer-learning-image-classifier","last_synced_at":"2025-09-04T01:39:35.952Z","repository":{"id":86212236,"uuid":"185885766","full_name":"9bow/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier","owner":"9bow","description":"A simple example of tensorflow.js taken from codelab","archived":false,"fork":false,"pushed_at":"2019-05-10T07:12:19.000Z","size":2013,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-08-28T18:59:05.914Z","etag":null,"topics":["tensorflow-examples","tensorflow-experiments","tensorflow-js"],"latest_commit_sha":null,"homepage":"https://9bow.github.io/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier","language":"JavaScript","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/9bow.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-05-09T23:31:52.000Z","updated_at":"2020-01-06T09:06:27.000Z","dependencies_parsed_at":"2023-04-20T23:34:59.845Z","dependency_job_id":null,"html_url":"https://github.com/9bow/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/9bow/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9bow%2FTensorflowJS-Codelab-Transfer-Learning-Image-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9bow%2FTensorflowJS-Codelab-Transfer-Learning-Image-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9bow%2FTensorflowJS-Codelab-Transfer-Learning-Image-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9bow%2FTensorflowJS-Codelab-Transfer-Learning-Image-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/9bow","download_url":"https://codeload.github.com/9bow/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9bow%2FTensorflowJS-Codelab-Transfer-Learning-Image-Classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273539293,"owners_count":25123499,"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":"2025-09-03T02:00:09.631Z","response_time":76,"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":["tensorflow-examples","tensorflow-experiments","tensorflow-js"],"created_at":"2024-09-24T13:18:25.425Z","updated_at":"2025-09-04T01:39:35.928Z","avatar_url":"https://github.com/9bow.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Tensorflow.js Transfer Learning Image Classifier Example\n\n## Description\n\nA step-by-step description of the code is available in [Codelab on Google I/O 19](https://codelabs.developers.google.com/codelabs/tensorflowjs-teachablemachine-codelab/).\nAnd if you want to run this example yourself, visit [https://9bow.github.io/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier](https://9bow.github.io/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier).\n\n## How to experience\n\nThis example classifies images.\n\n1. First, connect to [the site](https://9bow.github.io/TensorflowJS-Codelab-Transfer-Learning-Image-Classifier) to use this example and then grant WebCam privileges.\n  (WebCam privileges are required for learning.)\n\n2. Take a pose or something that corresponds to each class of four (A to D) and press the `Train X` button.\n\n3. If you have studied at least once, you can see `Prediction` and `Probability` at the bottom.\n\n4. If the `Prediction` is not correct or the `Probability` is low, add more training data. (Step 2)\n\n## Sample\n\n* I try to categorize the hand shape of the Rock Paper Scissors.\n* A is scissors, B is a rock, C is Paper, and D is nothing.\n* I train each class about fifteen or so times, and the learning result is as follows.\n\n![Sample Result](SampleResult.gif)\n\n## More information\n\nMore Codelabs can be found at [https://codelabs.developers.google.com/io2019/](https://codelabs.developers.google.com/io2019/).\n\nFor more information on Tensorflow.js, please visit [https://www.tensorflow.org/js](https://www.tensorflow.org/js).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F9bow%2Ftensorflowjs-codelab-transfer-learning-image-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F9bow%2Ftensorflowjs-codelab-transfer-learning-image-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F9bow%2Ftensorflowjs-codelab-transfer-learning-image-classifier/lists"}