Panoptic Segmentation Python Packages

mmdet

OpenMMLab Detection Toolbox and Benchmark

vernier

A modern toolkit to evaluate 2D detection and segmentation models

segments-ai

Segments.ai Python SDK

coralnet-toolbox

Human-in-the-Loop Annotation and Model Development for Benthic Imagery

cellseg-models-pytorch

Encoder-Decoder Cell and Nuclei segmentation models

paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

eiseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

ccagt-utils

A framework of utilities to help at the use of the CCAgT dataset

empanada-napari

Panoptic segmentation algorithms for 2D and 3D electron microscopy in napari

empanada-dl

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

histolytics

Panoptic Segmentation and WSI Spatial Analysis

mlx-cv

MLX-native computer vision for Apple Silicon: open-vocabulary grounding, object detection, depth and camera geometry, segmentation, and video object tracking.

avi-mmdet

Custom OpenMMLab Detection Toolbox and Benchmark

phenobench

The official development kit of the PhenoBench dataset (www.phenobench.org).

mmdet-taeuk4958

OpenMMLab Detection Toolbox and Benchmark (costomized by taeuk4958 for personal project)

panoptic-parts

Panoptic Parts datasets

mmdet-open

OpenMMLab Detection Toolbox and Benchmark

psvis

OpenMMLab Detection Toolbox and Benchmark

ps-sues

End-to-end image segmentation kit based on PaddlePaddle.

cryaleconcho

Napari plugin of algorithms for Panoptic Segmentation of organelles in EM