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+FROM python:3.9
+
+RUN pip install virtualenv && virtualenv venv -p python3
+ENV VIRTUAL_ENV=/venv
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+
+WORKDIR /app
+COPY requirements.txt ./
+RUN pip install -r requirements.txt
+
+RUN git clone https://github.com/facebookresearch/detectron2.git
+RUN python -m pip install -e detectron2
+
+# Install dependencies
+RUN apt-get update && apt-get install libgl1 -y
+RUN pip install -U nltk
+RUN [ "python3", "-c", "import nltk; nltk.download('punkt', download_dir='/usr/local/nltk_data')" ]
+
+COPY . /app
+
+# Run the application:
+CMD ["python", "-u", "app.py"]