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+ ---
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+ language:
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+ - fa
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+ - en
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+ library_name: hezar
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+ pipeline_tag: object-detection
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+ tags:
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+ - hezar
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+ ---
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+ ## CRAFT: Character-Region Awareness For Text detection
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+
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+ CRAFT is a multilingual text detection model. The original implementation is located at https://github.com/clovaai/CRAFT-pytorch. This repo is only compatible
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+ with the [Hezar](https://github.com/hezarai/hezar) package.
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+
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+
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+ ### Usage
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+ ```
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+ pip install hezar[vision]
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+ ```
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+ ```python
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+ import cv2
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+ from hezar.models import Model
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+ from hezar.utils import draw_boxes
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+
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+
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+ model = Model.load("craft", device="cuda")
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+ outputs = model.predict("../assets/sample.png")
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+ image = cv2.imread("../assets/O1.png")
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+ result_image = draw_boxes(image, outputs[0]["boxes"])
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+ cv2.imwrite("detected.png", result_image)
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+ ```