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

Unofficial implementation of MaX-DeepLab for Instance Segmentation

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

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

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

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

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)

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

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

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

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

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

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

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

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

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

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

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

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

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

SOLOv2 pytorch (without mmdetection and mmcv)

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

Cell Detection with PyTorch.

Detectorch - detectron for PyTorch

Paper notes in deep learning/machine learning and computer vision

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

PyTorch implementation of "Pyramid Scene Parsing Network".

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch

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

How to train an instance segmentation model with mmdetection

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

Streamlit tool to explore coco datasets

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

Tensorflow 2.x implementation YOLACT

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

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

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

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

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

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

A General Toolbox for Identifying Object Detection Errors

How to create custom COCO data set for instance segmentation

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

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

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

Cut and paste augmentation for object detection and instance segmentation

UPSNet: A Unified Panoptic Segmentation Network

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

A Simple and Versatile Framework for Object Detection and Instance Recognition

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

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

Instance segmentation for anime characters based on CondInst and SOLOv2

Detectron with VoVNet(CVPRW'19) backbone networks

Side projects and hands-on work

mmdetection源码注释

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

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

Actor-Critic Instance Segmentation (CVPR 2019)

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

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

Instances as Queries (ICCV 2021)