Update app.py

app.py

@@ -1,70 +1,67 @@
-# import part
+# Import necessary libraries
 import streamlit as st
 from transformers import pipeline
-from gtts import gTTS  # Using gTTS for text-to-speech
+import pyttsx3
 import os
-import re  # For removing unwanted words
 
-# function part
-# img2text
+# Function to convert image to text
 def img2text(url):
     image_to_text_model = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
     text = image_to_text_model(url)[0]["generated_text"]
-    # Make the caption more fun and descriptive
-    fun_caption = f"Wow! {text.capitalize()}! 🌟"
-    return fun_caption
+    return text
 
-# text2story
+# Function to generate a story from text using GPT-2
 def text2story(text):
-    # Use facebook/bart-large-cnn for text generation
-    story_generator = pipeline("text-generation", model="facebook/bart-large-cnn")
-    # Add a more explicit prompt to guide the story generation
-    prompt = f"Write a fun and realistic story for kids based on this: {text}. The story should be under 95 words and suitable for children aged 3-10. Avoid using the word 'illustration'."
-    story = story_generator(prompt, max_length=95, num_return_sequences=1)[0]["generated_text"]
-    # Remove the prompt from the generated story
-    story = story.replace(prompt, "").strip()
-    # Remove the word "illustration" (case-insensitive) using regex
-    story = re.sub(r"\billustration\b", "", story, flags=re.IGNORECASE)
-    return story[:95]  # Limit to 95 words
+    text_generator = pipeline("text-generation", model="gpt2")
+    story = text_generator(text, max_length=95, num_return_sequences=1)[0]["generated_text"]
+    return story
 
-# text2audio
+# Function to convert text to audio using pyttsx3
 def text2audio(story_text):
-    # Use gTTS for text-to-speech conversion
-    tts = gTTS(text=story_text, lang="en")
-    audio_file = "story_audio.mp3"
-    tts.save(audio_file)
+    engine = pyttsx3.init()
+    audio_file = "story_audio.wav"
+    engine.save_to_file(story_text, audio_file)
+    engine.runAndWait()
     return audio_file
 
-# main part
-st.set_page_config(page_title="Story Explorer", page_icon="🦜")
-st.header("Story Explorer: Turn Your Picture into a Fun Story! 🎨📖")
+# Main application
+st.set_page_config(page_title="Image to Story", page_icon="📖")
+st.header("📖 Image to Story")
+st.markdown("### Turn your image into a fun story!")
 
-uploaded_file = st.file_uploader("Choose a picture...", type=["jpg", "png", "jpeg"])
+uploaded_file = st.file_uploader("Select an Image...", type=["jpg", "jpeg", "png"])
 
 if uploaded_file is not None:
+    # Save the uploaded file
     bytes_data = uploaded_file.getvalue()
     with open(uploaded_file.name, "wb") as file:
         file.write(bytes_data)
 
-    st.image(uploaded_file, caption="Your Picture", use_container_width=True)
+    st.image(uploaded_file, caption="Your Uploaded Image", use_column_width=True)
 
     # Stage 1: Image to Text
-    st.text('Let’s explore your picture! 🧐✨')
+    st.text('🖼️ Processing image...')
     scenario = img2text(uploaded_file.name)
-    st.write(f"**Here’s what I see in your picture:** {scenario}")
+    st.write("**What I see:**", scenario)
 
     # Stage 2: Text to Story
-    st.text('Creating a fun story for you! 📖')
+    st.text('📝 Creating a story...')
     story = text2story(scenario)
-    st.write(f"**Here’s your story:** {story}")
+    st.write("**Your Story:**", story)
 
-    # Stage 3: Story to Audio data
-    st.text('Turning your story into audio... 🎧')
+    # Stage 3: Story to Audio
+    st.text('🎙️ Turning your story into audio...')
     audio_file = text2audio(story)
 
-    # Play button
-    if st.button("Play Audio"):
-        st.audio(audio_file, format="audio/mp3")
+    # Play button for audio
+    if st.button("🎧 Listen to the Story"):
+        st.audio(audio_file, format="audio/wav")
 
-    # Clean up the audio file after use
-    os.remove(audio_file)
+    # Clean up the generated audio file
+    os.remove(audio_file)
+
+# Add some fun prompts for kids
+st.markdown("### 🎨 Tips for a Great Story!")
+st.write("1. Upload a picture of your favorite animal, place, or toy!")
+st.write("2. Imagine what's happening in the picture and let the story begin!")
+st.write("3. Listen to your story and share it with your friends!")