Duplicate from Younghak/image-to-text-app

Co-authored-by: Younghak <[email protected]>

.github/workflows/sync_to_huggingface_hub.yml

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+name: Sync to Hugging Face hub
+on:
+  push:
+    branches: [main]
+
+  # to run this workflow manually from the Actions tab
+  workflow_dispatch:
+
+jobs:
+  sync-to-hub:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+          lfs: true
+      - name: Push to hub
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        run: git push --force https://Younghak:[email protected]/spaces/Younghak/image-to-text-app main

README.md

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+---
+title: Image To Text App
+emoji: 🌖
+colorFrom: gray
+colorTo: pink
+sdk: streamlit
+sdk_version: 1.21.0
+app_file: app.py
+pinned: false
+license: afl-3.0
+duplicated_from: Younghak/image-to-text-app
+---
+
+# image2text-app
+Demo of huggingface spaces deployment of a streamlit python app

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("## Optical Character Recognition - Using `easyocr`, `streamlit` -  hosted on 🤗 Spaces")
+
+st.markdown("Link to the app - [image-to-text-app on 🤗 Spaces](https://huggingface.co/spaces/Amrrs/image-to-text-app)")
+
+#image uploader
+image = st.file_uploader(label = "Upload your image here",type=['png','jpg','jpeg'])
+
+
+@st.cache_resource
+def load_model(): 
+    reader = ocr.Reader(['en'],model_storage_directory='.')
+    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! "):
+        
+
+        result = reader.readtext(np.array(input_image))
+
+        result_text = [] #empty list for results
+
+
+        for text in result:
+            result_text.append(text[1])
+
+        st.write(result_text)
+    #st.success("Here you go!")
+    st.balloons()
+else:
+    st.write("Upload an Image")
+
+st.caption("This space for testing Huggingface deployment by SYH")

requirements.txt

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+streamlit
+opencv-python-headless
+numpy
+easyocr
+Pillow