Duplicate from SIB/OCR

Co-authored-by: Junior <ZELEFACK@users.noreply.huggingface.co>

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README.md

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+---
+title: OCR
+emoji: 🏃
+colorFrom: blue
+colorTo: pink
+sdk: gradio
+sdk_version: 3.24.1
+app_file: app.py
+pinned: false
+duplicated_from: SIB/OCR
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+#Importing the library
+import keras_ocr
+import gradio as gr
+
+
+# keras-ocr will automatically download pretrained
+# weights for the detector and recognizer.
+pipeline = keras_ocr.pipeline.Pipeline()
+def classify_image(file_name):
+    images = [keras_ocr.tools.read(file_name.name.replace("\\",'/'))]
+    prediction_groups = pipeline.recognize(images)
+    text = ""
+    for i in prediction_groups[0]:
+      text =  text+ " " + i[0]
+    return text
+
+
+image = gr.inputs.File( file_count="single",type="file", label="Fichier image à Traiter ")
+# label = gr.outputs.Label(num_top_classes=3)
+
+gr.Interface(
+    fn=classify_image, 
+    inputs=image, 
+    outputs="text", 
+    interpretation="default",
+    theme="dark-peach",
+    title="API OCR",
+    description="Cette API est utilisé extraire du texte dans une image"
+).launch()

requirements.txt

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+tensorflow
+keras-ocr