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Search results for pytorch instance segmentation

instance-segmentation x

82 search results found

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Yolact ⭐ 4,793

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

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

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

Spark ⭐ 1,355

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Autodistill ⭐ 1,286

Images to inference with no labeling (use foundation models to train supervised models)

Yolact_edge ⭐ 1,138

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

Involution ⭐ 1,106

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

Pixellib ⭐ 828

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

Centermask2 ⭐ 673

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

Polyrnn Pp Pytorch ⭐ 634

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

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

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Mmdetection Annotated ⭐ 522

mmdetection源码注释

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Kaggle Imaterialist ⭐ 406

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

Adaptis ⭐ 335

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

Panoptic Deeplab ⭐ 333

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)

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

Crossformer ⭐ 302

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

Vovnet Detectron2 ⭐ 300

VoVNet backbone networks for detectron2, in CVPR 2020

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

Deepmask Pytorch ⭐ 192

PyTorch re-implementation of DeepMask

Yolact_minimal ⭐ 174

Minimal PyTorch implementation of YOLACT.

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

Houghnet ⭐ 157

[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.

Remo Python ⭐ 131

🐰 Python lib for remo - the app for annotations and images management in Computer Vision

Masked Generative Distillation (ECCV 2022)

SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)

Countseg ⭐ 102

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019

Pytorch Polygon Rnn ⭐ 101

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

Mask_rcnn_pytorch ⭐ 101

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

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Celldetection ⭐ 93

Instance Segmentation with PyTorch & PyTorch Lightning.

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

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

Open source Python library for building bioimage analysis pipelines

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

Mmdetection ⭐ 81

OpenVINO Training Extensions Object Detection

Isaid_devkit ⭐ 63

Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images" (CVPR'19 Workshops -- Oral)

Max Deeplab ⭐ 63

Unofficial implementation of MaX-DeepLab for Instance Segmentation

Pytorch implementation of "Towards end-to-end lane detection: an instance segmentation approach"

Awesome Weakly Supervised Segmentation ⭐ 48

Pytorch Discriminative Loss ⭐ 44

Implementation of discriminative loss for instance segmentation by pytorch

EMSANet: Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments

Shapeprop ⭐ 36

Learning Saliency Propagation for Semi-supervised Instance Segmentation

DeVIS: Making Deformable Transformers Work for Video Instance Segmentation

Cartoonsegmentation ⭐ 36

Instance segmentation for cartoon/anime characters and some visual techniques building around it.

Contrastive Lift ⭐ 31

Code for "Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion" (NeurIPS 2023 Spotlight)

Impartial ⭐ 28

Interactive deep learning whole-cell segmentation and thresholding using partial annotations

[IJCAI'23] Complete Instances Mining for Weakly Supervised Instance Segmentation

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Lane Detection ⭐ 26

最近在做车道线检测、分割的工作，读到一篇十分不错的文章对此做下总结。并用 Pytorch 实现了文章中提到的十分重要的一个判别 loss

Droploss ⭐ 24

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch

Detectron2 Publaynet ⭐ 24

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

MINSU3D: MinkowskiEngine-powered Scene Understanding in 3D

Pytorch Mask Rcnn Samples ⭐ 22

Example notebooks on building PyTorch, preparing data and training as well as an updated project from a PyTorch MaskRCNN port

Pytorch_solov2 ⭐ 22

SOLOv2 pytorch (without mmdetection and mmcv)

Instance Seg ⭐ 20

instance segmentation with deep metric learning and context

Pytorch Box2pix ⭐ 17

WIP implementation of "Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes"

Vovnet Detectron ⭐ 17

Detectron with VoVNet(CVPRW'19) backbone networks

Paper Notes ⭐ 15

Paper notes in deep learning/machine learning and computer vision

Instance Segmentation for Chinese Character Stroke Extraction, Datasets and Benchmarks.

Objectnet ⭐ 15

PyTorch implementation of "Pyramid Scene Parsing Network".

Official implementation of the paper 'Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation' (ICCV 2021)

Coco Panoptic ⭐ 14

Quick attempt at a panoptic segmentation model

Facebook_detectron2_windows_10 ⭐ 14

This repo contains the process of getting started with Facebook FAIR's detectron2 project on windows 10 without any Nvidia GPU.

Stretchbev ⭐ 13

Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"

Computer Vision Papers Of The Week ⭐ 12

Computer Vision Papers of the week

Sensecraft Ai ⭐ 12

An application suite including an open-source inference server and web UI to deploy any YOLOv8 model to NVIDIA Jetson devices and visualize captured streams, with one line of code.

Unet Instance Cell Segmentation ⭐ 12

[Pytorch] This project aims to perform well at instance segmentation on the BBBC006 cells dataset. We tested UNet over several configurations including the loss function, evaluation function and the datasets.

Nicr Scene Analysis Datasets ⭐ 11

Code to prepare and use common datasets for scene analysis tasks

Bisenet Ccp ⭐ 10

extends Scene Segmentation to Instance Segmentation using 8-Connected Components Decision.

Car_damage_instance_segmentation_model ⭐ 9

Computer Vision

Code repo for the paper "AIO-P: Expanding Neural Performance Predictors Beyond Image Classification", accepted to AAAI-23.

Universal Segmentation Baseline Kaggle Airbus Ship Detection ⭐ 8

This repo contains full solution for the challenge: from datasets creation to training and creating submit file. Moreover it can be used as a universal high-quality baseline solution for any segmentation task.

Nicr Multitask Scene Analysis ⭐ 8

Provides some core functionalities for multi-task scene analysis in PyTorch.

Instance Segmentation ⭐ 6

Instance-Segmentation with discriminative loss function (Pytorch)

Awesome Yolov8 Models ⭐ 5

Easy-to-use finetuned YOLOv8 models.

Mmdetection_ros ⭐ 5

ROS 2 wrap for MMDetection (https://github.com/open-mmlab/mmdetection)

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