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Number_plate_OCR/.gitattributes

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Number_plate_OCR/README.md

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+---
+title: Number Plate OCR
+emoji: 🌍
+colorFrom: indigo
+colorTo: indigo
+sdk: gradio
+sdk_version: 3.44.4
+app_file: app.py
+pinned: false
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Number_plate_OCR/app.py

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+from paddleocr import PaddleOCR, draw_ocr
+from matplotlib import pyplot as plt
+import cv2
+import os
+import gradio as gr
+from typing import List
+
+def ocr_model(filepath: str, languages: List[str]=None):
+    pocr_model = PaddleOCR(use_angle_cls=True, lang='ch', use_gpu=False)
+    result = pocr_model.ocr(filepath)
+    state_txt = ""
+    for i in range(len(result[0])):
+        text1= result[0][i][1][0]
+        state_txt += str(text1)+'\n'
+    return state_txt
+
+title = "US Vehicles Number Plate"
+description = "Gradio demo for PaddlePaddle. PaddleOCR is an open source text recognition (OCR) Engine."
+article = "<p style='text-align: center'><a href='https://github.com/PaddlePaddle/PaddleOCR' target='_blank'>Github Repo</a></p>"
+
+with gr.Blocks(title=title) as demo:
+    gr.Markdown(f'<h1 style="text-align: center; margin-bottom: 1rem;">{title}</h1>')
+    gr.Markdown(description)
+    with gr.Row():
+        with gr.Column():
+            image = gr.Image(type="filepath", label="Input")
+            with gr.Row():
+                btn_clear = gr.ClearButton([image])
+                btn_submit = gr.Button(value="Submit", variant="primary")
+        with gr.Column():
+            text = gr.Textbox(label="Output")
+
+    btn_submit.click(ocr_model, inputs=[image], outputs=text, api_name="PaddleOCR")
+    btn_clear.add(text)
+
+    gr.Markdown(article)
+
+if __name__ == '__main__':
+    demo.launch()

Number_plate_OCR/requirements.txt

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+paddleocr 
+paddlepaddle==2.4.2
+matplotlib
+gradio
+opencv-python-headless
+numpy
+typing

Number_plate_OCR/test_images/MP1.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP1.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP1.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>269</width>
+		<height>436</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP04CL3546</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>90</xmin>
+			<ymin>269</ymin>
+			<xmax>171</xmax>
+			<ymax>287</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP10.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP10.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP10.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>363</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP08CA6293</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>95</xmin>
+			<ymin>265</ymin>
+			<xmax>184</xmax>
+			<ymax>284</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP11.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP11.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP11.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>292</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP07CB8897</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>92</xmin>
+			<ymin>201</ymin>
+			<xmax>186</xmax>
+			<ymax>228</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP2.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP2.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP2.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>207</width>
+		<height>153</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP04CL8840</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>39</xmin>
+			<ymin>126</ymin>
+			<xmax>99</xmax>
+			<ymax>142</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP3.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP3.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP3.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>363</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP65C0654</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>93</xmin>
+			<ymin>206</ymin>
+			<xmax>167</xmax>
+			<ymax>223</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP4.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP4.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP4.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>363</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP09CK4943</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>99</xmin>
+			<ymin>199</ymin>
+			<xmax>158</xmax>
+			<ymax>213</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP5.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP5.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP5.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>363</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP20TA0919</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>101</xmin>
+			<ymin>230</ymin>
+			<xmax>171</xmax>
+			<ymax>244</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP6.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP6.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP6.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>363</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP07CA5563</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>91</xmin>
+			<ymin>239</ymin>
+			<xmax>178</xmax>
+			<ymax>256</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP7.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP7.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP7.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>484</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP09BD1270</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>97</xmin>
+			<ymin>230</ymin>
+			<xmax>181</xmax>
+			<ymax>253</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP8.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP8.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP8.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>363</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP09CQ9712</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>92</xmin>
+			<ymin>182</ymin>
+			<xmax>174</xmax>
+			<ymax>206</ymax>
+		</bndbox>
+	</object>
+</annotation>

Number_plate_OCR/test_images/MP9.xml

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+<annotation>
+	<folder>MP</folder>
+	<filename>MP9.jpg</filename>
+	<path>C:\Users\Siri\Downloads\OLX_images\MP\MP9.jpg</path>
+	<source>
+		<database>Unknown</database>
+	</source>
+	<size>
+		<width>272</width>
+		<height>471</height>
+		<depth>3</depth>
+	</size>
+	<segmented>0</segmented>
+	<object>
+		<name>MP45G0872</name>
+		<pose>Unspecified</pose>
+		<truncated>0</truncated>
+		<difficult>0</difficult>
+		<bndbox>
+			<xmin>189</xmin>
+			<ymin>216</ymin>
+			<xmax>248</xmax>
+			<ymax>248</ymax>
+		</bndbox>
+	</object>
+</annotation>