SAM-Label

SAM-Label is an efficient tool developed to simplify the object annotation process. This tool utilizes the Segment-Anything to automatically detect and annotate objects in images with just a few mouse clicks.

Installation

1. Setup the environment for Segment-Anything

Follow the installation instruction in README and setup the environment.

2. Install PyQt and solve the environment conflict

pip install PyQt5 matplotlib
pip uninstall opencv-python
pip install opencv-python-headless

Getting Started

1. Download Checkpoint

Follow the installation instruction in README and download the checkpoint.

2. Start the Program

python ./gui.py

Left mouse to add positive point (yellow point in image), Right mouse to add negative point (blue point in image).

Acknowledgments

Our SAM-Label is built on top of Segment-Anything. We extend our gratitude for their remarkable contributions.