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Runtime error
| import os | |
| os.system('pip install "git+https://github.com/facebookresearch/detectron2.git@v0.5#egg=detectron2"') | |
| import layoutparser as lp | |
| import gradio as gr | |
| model = lp.Detectron2LayoutModel('lp://PrimaLayout/mask_rcnn_R_50_FPN_3x/config') | |
| def lpi(img): | |
| layout = model.detect(img) # You need to load the image somewhere else, e.g., image = cv2.imread(...) | |
| return lp.draw_box(img, layout,) # With extra configurations | |
| inputs = gr.inputs.Image(type='pil', label="Original Image") | |
| outputs = gr.outputs.Image(type="pil",label="Output Image") | |
| title = "Layout Parser" | |
| description = "demo for Layout Parser. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below." | |
| article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2103.15348'>LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis</a> | <a href='https://github.com/Layout-Parser/layout-parser'>Github Repo</a></p>" | |
| examples = [ | |
| ['example-table.jpeg'], | |
| ['paper-image.jpeg'] | |
| ] | |
| gr.Interface(lpi, inputs, outputs, title=title, description=description, article=article, examples=examples).launch() |