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@@ -1,36 +1,39 @@
-FROM python:3.11-slim
-
-WORKDIR /app
-
-# Install system dependencies
-RUN apt-get update && apt-get install -y \
-    build-essential \
-    curl \
-    git \
-    ffmpeg \
-    libglib2.0-0 \
-    && rm -rf /var/lib/apt/lists/*
-
-# Copy requirements first for better caching
-COPY requirements.txt .
-
-# Install PyTorch CPU version first
-RUN pip install --no-cache-dir torch==2.0.1+cpu --index-url https://download.pytorch.org/whl/cpu
-
-# Install other Python dependencies
-RUN pip install --no-cache-dir -r requirements.txt
-
-# Copy application code
-COPY . .
-
-# Set environment variables
-ENV PYTHONUNBUFFERED=1
-ENV STREAMLIT_SERVER_HEADLESS=true
-ENV STREAMLIT_SERVER_ENABLE_CORS=false
-ENV STREAMLIT_SERVER_PORT=8501
-
-# Expose port
-EXPOSE 8501
-
-# Run the app
-CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]
+FROM python:3.11-slim
+
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    git \
+    ffmpeg \
+    libglib2.0-0 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements first for better caching
+COPY requirements.txt .
+
+# Install PyTorch CPU version first
+RUN pip install --no-cache-dir torch==2.0.1+cpu --index-url https://download.pytorch.org/whl/cpu
+
+# Install other Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application code
+COPY . .
+
+# Set environment variables
+ENV PYTHONUNBUFFERED=1
+ENV STREAMLIT_SERVER_HEADLESS=true
+ENV STREAMLIT_SERVER_ENABLE_CORS=false
+ENV STREAMLIT_SERVER_PORT=8501
+ENV HF_HOME=/tmp/huggingface
+ENV TRANSFORMERS_CACHE=/tmp/transformers
+ENV KERAS_BACKEND=tensorflow
+
+# Expose port
+EXPOSE 8501
+
+# Run the app
+CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]

app.py

@@ -27,7 +27,10 @@ st.write("🚀 TechMatrix Solvers ISL Translator Loading...")
 # Import dependencies with error handling
 try:
     import os
-    os.environ["KERAS_BACKEND"] = "torch"
+    # Set environment variables for better compatibility
+    os.environ["KERAS_BACKEND"] = "tensorflow"
+    os.environ["HF_HOME"] = "/tmp/huggingface"
+    os.environ["TRANSFORMERS_CACHE"] = "/tmp/transformers"
     
     # Core imports
     import numpy as np
@@ -354,7 +357,8 @@ st.markdown(
     }
     
     .team-info {
-        background-color: #f0f2f6;
+        background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+        color: white;
         padding: 1rem;
         border-radius: 0.5rem;
         margin: 1rem 0;

requirements.txt

@@ -6,6 +6,7 @@ Pillow==9.5.0
 matplotlib==3.7.2
 scipy==1.11.2
 tqdm==4.66.1
+tensorflow-cpu==2.13.0
 keras==2.13.1
 huggingface-hub==0.17.3
 ffmpeg-python==0.2.0