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

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

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

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

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

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

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

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

PANet for Instance Segmentation and Object Detection

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

Detectorch - detectron for PyTorch

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)

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

Actor-Critic Instance Segmentation (CVPR 2019)

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

📚 A collection of papers about Referring Image Segmentation.

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

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

Instances as Queries (ICCV 2021)

Boundary-preserving Mask R-CNN (ECCV 2020)

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

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

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/)

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

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

How to create custom COCO data set for instance segmentation

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

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

Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val

A General Toolbox for Identifying Object Detection Errors

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

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

Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》

A Simple and Versatile Framework for Object Detection and Instance Recognition

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

Detectron with VoVNet(CVPRW'19) backbone networks

Unsupervised instance segmentation via active robot interaction

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

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

PyTorch implementation of "Pyramid Scene Parsing Network".

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

How to train an instance segmentation model with mmdetection

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

Streamlit tool to explore coco datasets

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

Tensorflow 2.x implementation YOLACT

UPSNet: A Unified Panoptic Segmentation Network

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

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

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

mmdetection源码注释

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

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

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

SWA Object Detection

Mask R-CNN for object detection and instance segmentation on Pytorch

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

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