CropImage is a simple toolkit for image cropping, detecting and cropping main body from pictures.

Related tags

Image Processing python opencv cropper crop-image image-crop image-resize image-saliency mtcnn-face-detection main-body-crop smart-image-crop
Overview

cropimage

Colab PyPI version Python Downloads contributions welcome

CropImage is a simple toolkit for image cropping. Different from other projects that mainly tackle face region, we extend to all kinds of images such as landscape. We support horizontal and portrait size and generate a square output.

Installation

pip install cropimage

Get Started

from cropimage import Cropper

cropper = Cropper()

# Get a Numpy array of the cropped image
# Set completeness to be True if you expect the 'face' to be focused rather than 'person'
# Set target_size to be a tuple (size, size), only square output is supported now
result = cropper.crop('./images/input.jpg')

# Save the cropped image
cv2.imwrite('cropped.jpg', result)

More Results

Contributing

If you find any issue of this project, feel free to open an issue or contribute!

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Owner
Haofan Wang
MLE@Kuaishou, CMUer'20
Haofan Wang
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