101 Open source projects that are alternatives of or similar to Condinst

Train a Mask R-CNN model with the Tensorflow Object Detection API

InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

A sample project to build a custom Mask RCNN model using Tensorflow object detection API

SOLOv2 pytorch (without mmdetection and mmcv)

Detectorch - detectron for PyTorch

Repository for the paper "Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues"

🔥Deep Learning for 3D Point Clouds (IEEE TPAMI, 2020)

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Siamese Mask R-CNN model for one-shot instance segmentation

Cell Detection with PyTorch.

Real-time Anchor-Free Instance Segmentation, in CVPR 2020

Instances as Queries (ICCV 2021)

Actor-Critic Instance Segmentation (CVPR 2019)

"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.

🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥

Unofficial implementation of MaX-DeepLab for Instance Segmentation

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly_cvpr17/)

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2

Inference Code for Polygon-RNN++ (CVPR 2018)

Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer (IV 2020)

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

A Simple and Versatile Framework for Object Detection and Instance Recognition

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

Detectron with VoVNet(CVPRW'19) backbone networks

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Reference implementation of "Faster Training of Mask R-CNN by Focusing on Instance Boundaries"

UPSNet: A Unified Panoptic Segmentation Network

PyTorch implementation of "Pyramid Scene Parsing Network".

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

How to train an instance segmentation model with mmdetection

mmdetection源码注释

Streamlit tool to explore coco datasets

Official and maintained implementation of the paper Attention-Based Transformers for Instance Segmentation of Cells in Microstructures [BIBM 2020].

Tensorflow 2.x implementation YOLACT

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Unsupervised instance segmentation via active robot interaction

Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022

A simple, fully convolutional model for real-time instance segmentation.

Real time instance segmentation with Mask R-CNN, live from webcam feed.

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

How to create custom COCO data set for instance segmentation

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Implementation of ECCV20 paper: the devil is in classification: a simple framework for long-tail object detection and instance segmentation

YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val

Cut and paste augmentation for object detection and instance segmentation

A General Toolbox for Identifying Object Detection Errors

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

📚 A collection of papers about Referring Image Segmentation.

PANet for Instance Segmentation and Object Detection

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans