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b1e5912
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67c6b29
Update app.py
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app.py
CHANGED
@@ -4,24 +4,28 @@ import layoutparser as lp
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import gradio as gr
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# PubLayNet
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model1 = lp.Detectron2LayoutModel('lp://PrimaLayout/faster_rcnn_R_50_FPN_3x/config')
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model2 = lp.Detectron2LayoutModel('lp://PrimaLayout/mask_rcnn_R_50_FPN_3x/config')
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model3 = lp.Detectron2LayoutModel('lp://PrimaLayout/mask_rcnn_X_101_32x8d_FPN_3x/config')
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def lpi(img):
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# You need to load the image somewhere else, e.g., image = cv2.imread(...)
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layout1 = model1.detect(img)
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layout2 = model2.detect(img)
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layout3 = model3.detect(img)
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img1 = lp.draw_box(img, layout1)
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img2 = lp.draw_box(img, layout2)
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img3 = lp.draw_box(img, layout3)
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return
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inputs = gr.inputs.Image(type='pil', label="Original Image")
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outputs = [
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title = "Layout Parser (PubLayNet models)"
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description = "demo for Layout Parser with PubLayNet models. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below."
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import gradio as gr
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# PubLayNet
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#model1 = lp.Detectron2LayoutModel('lp://PrimaLayout/faster_rcnn_R_50_FPN_3x/config')
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model2 = lp.Detectron2LayoutModel('lp://PrimaLayout/mask_rcnn_R_50_FPN_3x/config')
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model3 = lp.Detectron2LayoutModel('lp://PrimaLayout/mask_rcnn_X_101_32x8d_FPN_3x/config')
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def lpi(img):
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# You need to load the image somewhere else, e.g., image = cv2.imread(...)
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#layout1 = model1.detect(img)
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layout2 = model2.detect(img)
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layout3 = model3.detect(img)
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#img1 = lp.draw_box(img, layout1)
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img2 = lp.draw_box(img, layout2)
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img3 = lp.draw_box(img, layout3)
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return img2, img3 # With extra configurations
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inputs = gr.inputs.Image(type='pil', label="Original Image")
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outputs = [
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#gr.outputs.Image(type="pil",label="Output Image (faster_rcnn_R_50_FPN_3x)"),
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gr.outputs.Image(type="pil",label="Output Image (mask_rcnn_R_50_FPN_3x)"),
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gr.outputs.Image(type="pil",label="Output Image (mask_rcnn_X_101_32x8d_FPN_3x)")
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]
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title = "Layout Parser (PubLayNet models)"
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description = "demo for Layout Parser with PubLayNet models. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below."
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