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

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

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

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

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

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

Instances as Queries (ICCV 2021)

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

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

No description or website provided.

Unofficial implementation of MaX-DeepLab for Instance Segmentation

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

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

SOLOv2 pytorch (without mmdetection and mmcv)

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

Cell Detection with PyTorch.

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

Paper notes in deep learning/machine learning and computer vision

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

The Official PyTorch Implementation of DiscoBox.

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

VoVNet backbone networks for detectron2, in CVPR 2020

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

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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

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

PyTorch re-implementation of DeepMask

Detectron with VoVNet(CVPRW'19) backbone networks

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

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

Cut and paste augmentation for object detection and instance segmentation

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

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

PyTorch implementation of "Pyramid Scene Parsing Network".

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

A General Toolbox for Identifying Object Detection Errors

Instance segmentation for anime characters based on CondInst and SOLOv2

How to train an instance segmentation model with mmdetection

Side projects and hands-on work

mmdetection源码注释

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch

Streamlit tool to explore coco datasets

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

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

Flood-Filling Networks for instance segmentation in 3d volumes.

Tensorflow 2.x implementation YOLACT

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

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

OpenMMLab Detection Toolbox and Benchmark

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

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

A Simple and Versatile Framework for Object Detection and Instance Recognition

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

Detectorch - detectron for PyTorch

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

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)

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

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