Duplicate from LiuZiyi/1-image-img2txt-easyocr

Co-authored-by: Liu Ziyi <[email protected]>

.gitattributes

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README.md

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+---
+title: 1 Image Img2txt Easyocr
+emoji: 💻
+colorFrom: blue
+colorTo: gray
+sdk: streamlit
+sdk_version: 1.17.0
+app_file: app.py
+pinned: false
+duplicated_from: LiuZiyi/1-image-img2txt-easyocr
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import easyocr as ocr #OCR
+import streamlit as st #Web App
+from PIL import Image #Image Processing
+import numpy as np #Image Processing
+
+#title
+st.title("Easy OCR - Extract Text from Images")
+
+#subtitle
+st.markdown("## Using `easyocr`, `streamlit`")
+
+#image uploader
+image = st.file_uploader(label = "Upload your image here", type=['png', 'jpg', 'jpeg'])
+
+# @st.cache
+# def load_model():
+#     reader = ocr.Reader(['en'])
+#     return reader
+#
+# reader = load_model() #load model
+
+if image is not None:
+    input_image = Image.open(image) #read image
+    st.image(input_image) #display image
+
+    with st.spinner("🤖 AI is at Work! "):
+        reader = ocr.Reader(['en'])
+        result = reader.readtext(np.array(input_image))
+
+        result_text = []
+
+        for text in result:
+            result_text.append(text[1])
+
+        st.write(result_text)
+    st.success("Here you go!")
+else:
+    st.write("Upload an Image")
+
+st.caption("Made with ❤️ by z")

requirements.txt

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+streamlit
+easyocr
+numpy
+Pillow