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Toonify Scripts (#154)
* Toonify Script Added * Update README.md * Update toonify-API-2.py
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Toonify/README.md
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Toonify/README.md
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## HOW TO USE
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#### Using OpenCv ([link](./toonify-opencv.py))
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- To just view the image
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```python
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python3 toonify-opencv.py -i img_path
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```
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- To view and download the image
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```python
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python3 toonify-opencv.py -i img_path -o download_path
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```
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#### Using Toonify-API(by DeepAI)
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##### For local image ([link](./toonify-API-1.py))
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```python
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python3 toonify-API-1.py -i img_path -k api_key
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```
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##### For URLS ([link](./toonify-API-2.py))
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```python
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python3 toonify-API-2.py -i img_path -k api_key
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```
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> NOTE: The toonify image works well with .jpg format and might give some problem with other formats
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For more details on toonify API:
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[toonify API doc](https://deepai.org/machine-learning-model/toonify)
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Toonify/toonify-API-1.py
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Toonify/toonify-API-1.py
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import argparse
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import requests
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aq = argparse.ArgumentParser()
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aq.add_argument('-i', '--input', required=True, help="input image path")
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aq.add_argument('-k', '--apikey', required=True, help="api-key")
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args = vars(aq.parse_args())
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r = requests.post(
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"https://api.deepai.org/api/toonify",
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files={
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'image': open(args['input'], 'rb'),
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},
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headers={'api-key': args['apikey']}
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)
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print(r.json()['output_url'])
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Toonify/toonify-API-2.py
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import argparse
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import requests
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aq = argparse.ArgumentParser()
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aq.add_argument('-i', '--input', required=True, help="input image link")
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aq.add_argument('-k', '--apikey', required=True, help="api-key")
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args = vars(aq.parse_args())
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r = requests.post(
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"https://api.deepai.org/api/toonify",
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files={
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'image': args['input'],
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},
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headers={'api-key': args['apikey']}
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)
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print(r.json()['output_url'])
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Toonify/toonify-opencv.py
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Toonify/toonify-opencv.py
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# importing libraries
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import cv2
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import numpy as np
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import argparse
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aq = argparse.ArgumentParser()
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aq.add_argument('-i', '--input', required=True, help="input image path")
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aq.add_argument('-o', '--output', help="path where you want to download the image")
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args = vars(aq.parse_args())
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# reading image
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img = cv2.imread(args['input'])
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# Edges
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gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
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gray = cv2.medianBlur(gray, 5)
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edges = cv2.adaptiveThreshold(gray, 255, cv2.ADAPTIVE_THRESH_MEAN_C,
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cv2.THRESH_BINARY, 9, 9)
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# Cartoonization
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color = cv2.bilateralFilter(img, 2, 250, 250)
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cartoon = cv2.bitwise_or(color, color, mask=edges)
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if(args['output']):
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cv2.imwrite(args['output'], cartoon)
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cv2.imshow("Cartoon", cartoon)
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cv2.waitKey(0)
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cv2.destroyAllWindows()
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