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Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.10-slim
+FROM python:3.12-slim
 
 WORKDIR /app
 
@@ -8,13 +8,11 @@ RUN apt-get update && apt-get install -y \
     git \
     && rm -rf /var/lib/apt/lists/*
 
-COPY requirements.txt .
+COPY requirements.txt ./
 COPY src/ ./src/
 
-RUN pip install --no-cache-dir -r requirements.txt
+RUN pip3 install --no-cache-dir -r requirements.txt
 
 EXPOSE 8501
 
-HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health || exit 1
-
 ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0", "--server.enableXsrfProtection=false"]

requirements.txt

@@ -1,4 +1,5 @@
 streamlit==1.44.0
-tensorflow==2.15.0
-numpy==1.26.4
+tensorflow==2.19.0
+keras==3.10.0
+numpy==2.0.2
 pillow