👋 Hello

We write your reusable computer vision tools. Whether you need to load your dataset from your hard drive, draw detections on an image or video, or count how many detections are in a zone. You can count on us!

💻 Install

You can install supervision in a Python>=3.8 environment.

Installation

pip (recommended)poetryuvrye

pip install supervision

poetry add supervision

uv pip install supervision

For uv projects:

uv add supervision

rye add supervision

conda/mamba install

condamamba

conda install -c conda-forge supervision

mamba install -c conda-forge supervision

git clone (for development)

virtualenvpoetry

# clone repository and navigate to root directory
git clone --depth 1 -b develop https://github.com/roboflow/supervision.git
cd supervision

# setup python environment and activate it
python3 -m venv venv
source venv/bin/activate
pip install --upgrade pip

# installation
pip install -e "."

# clone repository and navigate to root directory
git clone --depth 1 -b develop https://github.com/roboflow/supervision.git
cd supervision

# setup python environment and activate it
poetry env use python3.10
poetry shell

# installation
poetry install

🚀 Quickstart

• Detect and Annotate

  ---

  Annotate predictions from a range of object detection and segmentation models

  Tutorial

• Track Objects

  ---

  Discover how to enhance video analysis by implementing seamless object tracking

  Tutorial

• Detect Small Objects

  ---

  Learn how to detect small objects in images

  Tutorial

• Count Objects Crossing Line

  ---

  Explore methods to accurately count and analyze objects crossing a predefined line

  Notebook

• Filter Objects in Zone

  ---

  Master the techniques to selectively filter and focus on objects within a specific zone

• Cheatsheet

  ---

  Access a quick reference guide to the most common supervision functions

  Cheatsheet

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