{"id":21956790,"url":"https://github.com/tiennhm/quickdraw","last_synced_at":"2026-05-07T07:35:01.556Z","repository":{"id":48199040,"uuid":"345289292","full_name":"TienNHM/QuickDraw","owner":"TienNHM","description":"An implementation of Google's Quick","archived":false,"fork":false,"pushed_at":"2023-06-17T20:42:19.000Z","size":636,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-27T23:35:32.070Z","etag":null,"topics":["draw","keras","neural-networks","python","quickdraw"],"latest_commit_sha":null,"homepage":"https://tiennhm.github.io/QuickDraw/","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/TienNHM.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":"2021-03-07T07:55:39.000Z","updated_at":"2023-06-17T17:02:58.000Z","dependencies_parsed_at":"2024-11-29T08:39:08.231Z","dependency_job_id":"ceaf716b-94c4-4d36-8a5c-9df9b1a38e5a","html_url":"https://github.com/TienNHM/QuickDraw","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TienNHM%2FQuickDraw","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TienNHM%2FQuickDraw/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TienNHM%2FQuickDraw/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TienNHM%2FQuickDraw/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TienNHM","download_url":"https://codeload.github.com/TienNHM/QuickDraw/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245009274,"owners_count":20546488,"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":["draw","keras","neural-networks","python","quickdraw"],"created_at":"2024-11-29T08:39:01.751Z","updated_at":"2026-05-07T07:34:56.535Z","avatar_url":"https://github.com/TienNHM.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"![](https://v1.screenshot.11ty.dev/https%3A%2F%2Fquickdraw.withgoogle.com%2F/opengraph)\n\n# QUICK, DRAW!\n\nTập dữ liệu: Các dữ liệu được lấy bộ dữ liệu Quick Draw của Google, gồm 4 loại hình vẽ tay đơn giản:\n- [Hình tròn](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/circle.npy)\n- [Hình trái táo](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/apple.npy)\n- [Hình tam giác](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/triangle.npy)\n- [Hình gấp khúc](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/zigzag.npy)\n\nĐể chạy được, bạn phải tải đủ 4 file trên, đặt vào thư mục data/ \n\n## Cấu trúc thư mục\n\n```shell\nQuickDraw\n│   cvt2img.py\n│   Figure_1.png\n│   Figure_2.png\n│   LoadData.py\n│   QD_trainer.py\n│   QuickDrawApp.py\n│   readme.md\n│   requirements.txt\n│   Screenshot 2021-01-04 210639.png\n│\n├───data\n├───emojis\n│       0.png\n│       1.png\n│       2.png\n│       3.png\n│       4.png\n│\n└───images\n    ├───apple\n    ├───circle\n    ├───triangle\n    └───zigzac\n```\n\n### Training\n\n![](/Layers.png)\n\n![](/Figure_1.png)\n\n![](/Figure_2.png)\n\n### References:\n \n - [Dataset](https://console.cloud.google.com/storage/browser/quickdraw_dataset/full/numpy_bitmap;tab=objects?pli=1\u0026prefix=\u0026forceOnObjectsSortingFiltering=false\u0026pageState=(%22StorageObjectListTable%22:(%22f%22:%22%255B%255D%22)))\n - [Google's Quick, Draw](https://quickdraw.withgoogle.com/) \n - [The Quick, Draw! Dataset](https://github.com/googlecreativelab/quickdraw-dataset)\n - [Quick Draw: the world’s largest doodle dataset](https://towardsdatascience.com/quick-draw-the-worlds-largest-doodle-dataset-823c22ffce6b)\n - [Github akshaybahadur21/QuickDraw](https://github.com/akshaybahadur21/QuickDraw)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftiennhm%2Fquickdraw","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftiennhm%2Fquickdraw","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftiennhm%2Fquickdraw/lists"}