https://github.com/shvbsle/sputils

Utils and Notebooks for building deep-learing model with superpaper
https://github.com/shvbsle/sputils

dataset deep-learning generative-art sketch-rnn

Last synced: about 14 hours ago
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Utils and Notebooks for building deep-learing model with superpaper

• Host: GitHub
• URL: https://github.com/shvbsle/sputils
• Owner: shvbsle
• Created: 2020-06-14T08:02:37.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-06-14T12:37:45.000Z (over 4 years ago)
• Last Synced: 2024-11-09T01:58:49.295Z (about 2 months ago)
• Topics: dataset, deep-learning, generative-art, sketch-rnn
• Language: Jupyter Notebook
• Homepage: https://superpaper.netlify.app/
• Size: 743 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Superpaper Utils

Utils and Notebooks for building deep-learing models with data-generated from [superpaper web-app](https://superpaper.netlify.app/).

P.S: Most images in dataset are gonna be low in quality as thats how good my art-skills are

# Data

The stroke-data is exported as a json file. Use the ExploreStrokes.ipynb notebook to use utils for exploring data.

Currently, a single data-point comprises on 3 elements:

1) Stroke JSON

2) Base image

3) Sketch Layer

---

## 1. Stroke JSON 

```

{

	"description": "",

	"stroke": [{

		"layer": "",

		"type": "",

		"memento": [

			[, , , ],

			[809, 124, -310, -10],

            .

            .

			[]

		]

	}, {

		"layer": "Layer 1",

		"type": "mouseup",

		"memento": [

			[811, 126, -310, -10],

			[811, 126, -310, -10],

            .

            .

            .

			[]

		]

	}

    .

    .

    .],

	"device_type": "pc",

	"canvas_h": 649,

	"canvas_w": 999

}

```

Note that an empty entry in memento (i.e. []) signifies end of stroke

## 2. Base Image

This is the image used as reference for drawing the data

![alt text]()

## 3. Sketch Layer

This is the image that was exported after drawing (p.s forgive me for this garbage trace)

![alt text]()

---

# TODO

- [ ] Add Sketch-RNN wrapper

- [X] Create section for comic