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Search results for instance segmentation
instance-segmentation
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355 search results found
Mmdetection
⭐
26,886
OpenMMLab Detection Toolbox and Benchmark
Mask_rcnn
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23,745
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Labelme
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12,646
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Paddledetection
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11,653
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Supervision
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9,320
We write your reusable computer vision tools. 💜
Yolact
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4,793
A simple, fully convolutional model for real-time instance segmentation.
Awesome Satellite Imagery Datasets
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3,381
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Sahi
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3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
Adelaidet
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3,275
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
Yolov7_d2
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3,131
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
Simpledet
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3,076
A Simple and Versatile Framework for Object Detection and Instance Recognition
Lanenet Lane Detection
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2,170
Unofficial implemention of lanenet model for real time lane detection
Solo
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1,642
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
Spark
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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"
Sota Point Cloud
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1,349
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
Autodistill
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1,286
Images to inference with no labeling (use foundation models to train supervised models)
Uninext
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1,247
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
Yolact_edge
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1,138
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
Involution
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1,106
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
Oneformer
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1,066
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
Panet
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1,054
PANet for Instance Segmentation and Object Detection
Maskdino
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1,022
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
Gcnet
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926
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Extremenet
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885
Bottom-up Object Detection by Grouping Extreme and Center Points
Multimodal Maestro
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871
Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. 🔥
Pixellib
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828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Pixel_link
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717
Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018
Inference
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716
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
Polyrnn Pp
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674
Inference Code for Polygon-RNN++ (CVPR 2018)
Centermask2
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673
CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020
Polyrnn Pp Pytorch
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634
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
Entity
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596
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Odise
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590
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
Vnext
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571
Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))
Detectorch
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567
Detectorch - detectron for PyTorch
Multi Human Parsing
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564
🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥
Paz
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546
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
Sparseinst
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536
SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation, CVPR 2022
Mmdetection Annotated
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522
mmdetection源码注释
Virtex
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506
[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations
Ternausnetv2
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500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Upsnet
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499
UPSNet: A Unified Panoptic Segmentation Network
Long Tailed Recognition.pytorch
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492
[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.
Awesome Referring Image Segmentation
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481
📚 A collection of papers about Referring Image Segmentation.
Paddleyolo
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477
🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀
Vistr
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471
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
Bcnet
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459
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
Centermask
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449
CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020
Lidar Bonnetal
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443
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
Tide
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432
A General Toolbox for Identifying Object Detection Errors
Savant
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408
Python Computer Vision & Video Analytics Framework With Batteries Included
Kaggle Imaterialist
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406
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
Bpycv
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401
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
Transfiner
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395
Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
Queryinst
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394
[ICCV 2021] Instances as Queries
Boxinstseg
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386
A toolbox for box-supervised instance segmentation.
Hover_net
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383
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
Deepcell Tf
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373
Deep Learning Library for Single Cell Analysis
Satellite Imagery Datasets Containing Ships
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359
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
Lvis Api
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349
Python API for LVIS Dataset
Maskfreevis
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337
Mask-Free Video Instance Segmentation [CVPR 2023]
Fewx
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335
FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.
Adaptis
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335
[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
3d Sis
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333
[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
Panoptic Deeplab
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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)
Instance Segmentation Pytorch
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324
Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch
Mimdet
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314
[ICCV 2023] You Only Look at One Partial Sequence
Ciou
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313
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)
Copy Paste Aug
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306
Copy-paste augmentation for segmentation and detection tasks
Prm
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303
Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)
Crossformer
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302
The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI
Vovnet Detectron2
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300
VoVNet backbone networks for detectron2, in CVPR 2020
Instancesegmentation_sentinel2
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300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
3d Bonet
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297
🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)
Ffn
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289
Flood-Filling Networks for instance segmentation in 3d volumes.
Rdsnet
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265
implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"
Freesolo
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253
FreeSOLO for unsupervised instance segmentation, CVPR 2022
Imgviz
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232
Image Visualization Tools (object detection, semantic and instance segmentation)
Irn
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216
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)
Tevit
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209
Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral
Tfwss
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205
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).
Siamese Mask Rcnn
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202
Siamese Mask R-CNN model for one-shot instance segmentation
Asis
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202
Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019
Cotnet
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201
This is an official implementation for "Contextual Transformer Networks for Visual Recognition".
Deepmask Pytorch
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192
PyTorch re-implementation of DeepMask
Spatialembeddings
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190
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth
Yolact_minimal
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174
Minimal PyTorch implementation of YOLACT.
Jsis3d
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174
[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds
Refinemask
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166
RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features (CVPR 2021)
Solo
⭐
164
SOLO: Segmenting Objects by Locations
Adaptive Anti Aliasing
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163
Unseenobjectclustering
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161
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation
Dwt
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161
Deep Watershed Transform for Instance Segmentation
Boxlevelset
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157
The code for "Box-supervised Instance Segmentation with Level Set Evolution(ECCV2022)"
Houghnet
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157
[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.
Weakly Supervised Panoptic Segmentation
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152
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
Tfvos
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150
Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
Keraspersonlab
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147
Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)
Instance Segmentation With Discriminative Loss Tensorflow
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146
Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"
Stpls3d
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144
🔥 Synthetic and real-world 2d/3d dataset for semantic and instance segmentation (BMVC 2022 Oral)
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Python Instance Segmentation (269)
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