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Update app.py
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app.py
CHANGED
@@ -25,24 +25,25 @@ def img2text(url):
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return text.strip()
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# Function to generate a kid-friendly story from the text caption
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def text2story(text):
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"""
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Generates a kid-friendly story from the text caption using the pranavpsv/gpt2-genre-story-generator model.
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Args:
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text (str): Text caption generated from the image.
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Returns:
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str: Generated story suitable for kids aged 3-10, within 100 words.
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"""
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# Load the text generation model
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story_generator = pipeline("text-generation", model="pranavpsv/gpt2-genre-story-generator")
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# Generate the story
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# Function to convert text to audio using gTTS
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def text2audio(story_text):
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@@ -65,15 +66,15 @@ def text2audio(story_text):
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# Main application
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st.set_page_config(page_title="Picture Stories π¨π", page_icon="π¦")
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st.title("Picture Stories π¨π")
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st.markdown("### Turn your pictures into fun stories and listen to them! π")
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# Instructions for kids
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st.markdown("""
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**How to use this app:**
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1. **Upload a picture** of something fun, like your favorite toy, a park, or your pet.
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2. Wait for the app to **create a story** from your picture.
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3. **Listen to the story** by clicking the "Play Audio" button.
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4. Enjoy your fun story! π§
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""")
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# Upload image
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@@ -94,9 +95,9 @@ if uploaded_file is not None:
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st.write("**What we see:**", scenario)
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# Stage 2: Text to Story
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st.text('π Creating a fun story for you...')
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story = text2story(scenario)
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st.write("**Your story:**", story)
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# Stage 3: Story to Audio
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st.text('π§ Turning your story into audio...')
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@@ -106,5 +107,6 @@ if uploaded_file is not None:
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if st.button("π΅ **Play Audio**"):
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st.audio(audio_file, format="audio/mp3")
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# Clean up the generated audio file
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os.remove(audio_file)
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return text.strip()
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# Function to generate a kid-friendly superhero story from the text caption
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def text2story(text):
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"""
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Generates a kid-friendly superhero story from the text caption using the pranavpsv/gpt2-genre-story-generator model.
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Args:
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text (str): Text caption generated from the image.
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Returns:
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str: Generated superhero story suitable for kids aged 3-10, within 100 words.
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"""
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# Load the text generation model
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story_generator = pipeline("text-generation", model="pranavpsv/gpt2-genre-story-generator")
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# Generate the story with the superhero genre
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prompt = f"<BOS> <superhero> {text}"
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story = story_generator(prompt, max_length=100, num_return_sequences=1)[0]['generated_text']
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return story
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# Function to convert text to audio using gTTS
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def text2audio(story_text):
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# Main application
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st.set_page_config(page_title="Picture Stories π¨π", page_icon="π¦")
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st.title("Picture Stories π¨π")
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st.markdown("### Turn your pictures into fun superhero stories and listen to them! π")
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# Instructions for kids
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st.markdown("""
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**How to use this app:**
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1. **Upload a picture** of something fun, like your favorite toy, a park, or your pet.
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2. Wait for the app to **create a superhero story** from your picture.
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3. **Listen to the story** by clicking the "Play Audio" button.
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4. Enjoy your fun superhero story! π§
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""")
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# Upload image
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st.write("**What we see:**", scenario)
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# Stage 2: Text to Story
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st.text('π Creating a fun superhero story for you...')
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story = text2story(scenario)
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st.write("**Your superhero story:**", story)
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# Stage 3: Story to Audio
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st.text('π§ Turning your story into audio...')
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if st.button("π΅ **Play Audio**"):
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st.audio(audio_file, format="audio/mp3")
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# Clean up the generated audio file and uploaded image
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os.remove(audio_file)
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os.remove(uploaded_file.name)
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