Object Detection & Segmentation

This repository is for testing and comparing different approaches to object detection and segmentation.

Requirements

Clone repository with submodules (git clone --recurse-submodules ...).

Install the submodules in editable mode

pip install -e yolact 
pip install -e git+https://github.com/CharlesShang/DCNv2@master#egg=dcnv2

Usage

yolact

Use infer_segmentation(model, img) from infer.py to extract a segmentation array and a mask image from and RGB image.