Replace HuggingFace README
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README.md
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title: Wild Me ScoutBot
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metaTitle: "The computer vision for Wild Me's Scout project"
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emoji: 🌎
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colorFrom: blue
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colorTo: green
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sdk: gradio
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sdk_version: 3.1.4
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app_file: app.py
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pinned: true
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python_version: 3.10.5
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---
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README.rst
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================
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Wild Me ScoutBot
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================
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|Tests| |Codecov| |Wheel| |Docker| |ReadTheDocs| |Huggingface|
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.. contents:: Quick Links
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:backlinks: none
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.. sectnum::
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How to Install
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--------------
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.. code-block:: console
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(.venv) $ pip install scoutbot
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or, from source:
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.. code-block:: console
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git clone https://github.com/WildMeOrg/scoutbot
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cd scoutbot
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(.venv) $ pip install -e .
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To then add GPU acceleration, you need to replace `onnxruntime` with `onnxruntime-gpu`:
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.. code-block:: console
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(.venv) $ pip uninstall -y onnxruntime
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(.venv) $ pip install onnxruntime-gpu
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How to Run
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----------
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You can run the tile-base Gradio demo with:
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.. code-block:: console
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(.venv) $ python app.py
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or, you can run the image-base Gradio demo with:
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.. code-block:: console
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(.venv) $ python app2.py
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Docker
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------
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To run with Docker:
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.. code-block:: console
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docker run \
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-it \
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--rm \
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-p 7860:7860 \
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-e CONFIG=phase1 \
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-e WIC_BATCH_SIZE=512 \
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--gpus all \
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--name scoutbot \
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wildme/scoutbot:main \
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python3 app2.py
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To run with Docker Compose:
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.. code-block:: yaml
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version: "3"
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services:
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scoutbot:
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image: wildme/scoutbot:main
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command: python3 app2.py
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ports:
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- "7860:7860"
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environment:
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CONFIG: phase1
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WIC_BATCH_SIZE: 512
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restart: unless-stopped
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deploy:
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resources:
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reservations:
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devices:
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- driver: nvidia
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device_ids: ["all"]
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capabilities: [gpu]
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and run ``docker compose up -d``.
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The application can also be built into a Docker image and is hosted on Docker Hub as ``wildme/scoutbot:latest``.
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.. code-block:: console
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docker login
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export DOCKER_BUILDKIT=1
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export DOCKER_CLI_EXPERIMENTAL=enabled
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docker buildx create --name multi-arch-builder --use
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docker buildx build \
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-t wildme/scoutbot:latest \
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--platform linux/amd64 \
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--push \
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.
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Tests and Coverage
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------------------
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You can run the automated tests in the ``tests/`` folder by running:
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.. code-block:: console
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(.venv) $ pip install -r requirements.optional.txt
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(.venv) $ pytest
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You may also get a coverage percentage by running:
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.. code-block:: console
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(.venv) $ coverage html
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and open the `coverage/html/index.html` file in your browser.
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Building Documentation
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----------------------
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There is Sphinx documentation in the ``docs/`` folder, which can be built by running:
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.. code-block:: console
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(.venv) $ cd docs/
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(.venv) $ pip install -r requirements.optional.txt
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(.venv) $ sphinx-build -M html . build/
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Logging
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-------
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The script uses Python's built-in logging functionality called ``logging``. All print functions are replaced with ``log.info()``, which sends the output to two places:
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- 1. the terminal window, and
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- 2. the file `scoutbot.log`
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Code Formatting
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---------------
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It's recommended that you use ``pre-commit`` to ensure linting procedures are run
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on any code you write. See `pre-commit.com <https://pre-commit.com/>`_ for more information.
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Reference `pre-commit's installation instructions <https://pre-commit.com/#install>`_ for software installation on your OS/platform. After you have the software installed, run ``pre-commit install`` on the command line. Now every time you commit to this project's code base the linter procedures will automatically run over the changed files. To run pre-commit on files preemtively from the command line use:
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.. code-block:: console
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(.venv) $ pip install -r requirements.optional.txt
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(.venv) $ pre-commit run --all-files
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The code base has been formatted by `Brunette <https://pypi.org/project/brunette/>`_, which is a fork and more configurable version of `Black <https://black.readthedocs.io/en/stable/>`_. Furthermore, try to conform to ``PEP8``. You should set up your preferred editor to use ``flake8`` as its Python linter, but pre-commit will ensure compliance before a git commit is completed. This will use the ``flake8`` configuration within ``setup.cfg``, which ignores several errors and stylistic considerations. See the ``setup.cfg`` file for a full and accurate listing of stylistic codes to ignore.
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.. |Tests| image:: https://github.com/WildMeOrg/scoutbot/actions/workflows/testing.yml/badge.svg?branch=main
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:target: https://github.com/WildMeOrg/scoutbot/actions/workflows/testing.yml
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:alt: GitHub CI
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.. |Codecov| image:: https://codecov.io/gh/WildMeOrg/scoutbot/branch/main/graph/badge.svg?token=FR6ITMWQNI
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:target: https://app.codecov.io/gh/WildMeOrg/scoutbot
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:alt: Codecov
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.. |Wheel| image:: https://github.com/WildMeOrg/scoutbot/actions/workflows/python-publish.yml/badge.svg
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:target: https://github.com/WildMeOrg/scoutbot/actions/workflows/python-publish.yml
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:alt: Python Wheel
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.. |Docker| image:: https://img.shields.io/docker/image-size/wildme/scoutbot/latest
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:target: https://hub.docker.com/r/wildme/scoutbot
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:alt: Docker
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.. |ReadTheDocs| image:: https://readthedocs.org/projects/scoutbot/badge/?version=latest
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:target: https://wildme-scoutbot.readthedocs.io/en/latest/?badge=latest
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:alt: ReadTheDocs
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.. |Huggingface| image:: https://img.shields.io/badge/HuggingFace-running-success
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:target: https://huggingface.co/spaces/WildMeOrg/scoutbot
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:alt: Huggingface
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