https://github.com/tiennhm/quickdraw

An implementation of Google's Quick
https://github.com/tiennhm/quickdraw

draw keras neural-networks python quickdraw

Last synced: 3 days ago
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An implementation of Google's Quick

• Host: GitHub
• URL: https://github.com/tiennhm/quickdraw
• Owner: TienNHM
• Created: 2021-03-07T07:55:39.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2023-06-17T20:42:19.000Z (over 1 year ago)
• Last Synced: 2024-11-29T08:43:35.379Z (2 months ago)
• Topics: draw, keras, neural-networks, python, quickdraw
• Language: Python
• Homepage: https://tiennhm.github.io/QuickDraw/
• Size: 621 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: readme.md

Awesome Lists containing this project

README

        
![](https://v1.screenshot.11ty.dev/https%3A%2F%2Fquickdraw.withgoogle.com%2F/opengraph)

# QUICK, DRAW!

Tập dữ liệu: Các dữ liệu được lấy bộ dữ liệu Quick Draw của Google, gồm 4 loại hình vẽ tay đơn giản:

- [Hình tròn](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/circle.npy)

- [Hình trái táo](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/apple.npy)

- [Hình tam giác](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/triangle.npy)

- [Hình gấp khúc](https://storage.cloud.google.com/quickdraw_dataset/full/numpy_bitmap/zigzag.npy)

Để chạy được, bạn phải tải đủ 4 file trên, đặt vào thư mục data/ 

## Cấu trúc thư mục

```shell

QuickDraw

│   cvt2img.py

│   Figure_1.png

│   Figure_2.png

│   LoadData.py

│   QD_trainer.py

│   QuickDrawApp.py

│   readme.md

│   requirements.txt

│   Screenshot 2021-01-04 210639.png

│

├───data

├───emojis

│       0.png

│       1.png

│       2.png

│       3.png

│       4.png

│

└───images

    ├───apple

    ├───circle

    ├───triangle

    └───zigzac

```

### Training

![](/Layers.png)

![](/Figure_1.png)

![](/Figure_2.png)

### References:

 

 - [Dataset](https://console.cloud.google.com/storage/browser/quickdraw_dataset/full/numpy_bitmap;tab=objects?pli=1&prefix=&forceOnObjectsSortingFiltering=false&pageState=(%22StorageObjectListTable%22:(%22f%22:%22%255B%255D%22)))

 - [Google's Quick, Draw](https://quickdraw.withgoogle.com/) 

 - [The Quick, Draw! Dataset](https://github.com/googlecreativelab/quickdraw-dataset)

 - [Quick Draw: the world’s largest doodle dataset](https://towardsdatascience.com/quick-draw-the-worlds-largest-doodle-dataset-823c22ffce6b)

 - [Github akshaybahadur21/QuickDraw](https://github.com/akshaybahadur21/QuickDraw)