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Update app.py
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app.py
CHANGED
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@@ -2,10 +2,11 @@ import gradio as gr
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import pytesseract
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import cv2
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import numpy as np
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from gtts import gTTS
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def preprocess(image):
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# Convert to grayscale, blur, threshold; no flipping
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img = np.array(image)
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gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
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blur = cv2.GaussianBlur(gray, (5,5), 0)
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@@ -17,6 +18,7 @@ def preprocess(image):
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def extract_and_speak(image):
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processed = preprocess(image)
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text = pytesseract.image_to_string(processed, lang="eng")
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if text.strip() == "":
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@@ -29,13 +31,13 @@ def extract_and_speak(image):
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interface = gr.Interface(
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fn=extract_and_speak,
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inputs=gr.Image(type="pil",
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outputs=[
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gr.Textbox(label="Extracted Text"),
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gr.Audio(label="Text-to-Speech Output")
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],
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title="GabAI - AI Assistive Reading System",
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description="Use your webcam to capture printed text.
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)
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interface.launch()
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import pytesseract
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import cv2
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import numpy as np
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from PIL import Image
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from gtts import gTTS
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import os
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def preprocess(image):
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img = np.array(image)
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gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
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blur = cv2.GaussianBlur(gray, (5,5), 0)
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def extract_and_speak(image):
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processed = preprocess(image)
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text = pytesseract.image_to_string(processed, lang="eng")
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if text.strip() == "":
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interface = gr.Interface(
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fn=extract_and_speak,
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inputs=gr.Image(type="pil", source="webcam", tool=None), # Only webcam, no upload/paste
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outputs=[
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gr.Textbox(label="Extracted Text"),
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gr.Audio(label="Text-to-Speech Output")
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],
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title="GabAI - AI Assistive Reading System",
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description="Use your webcam to capture printed text. The system extracts the text and converts it into speech."
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)
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interface.launch()
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