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Projects in Awesome Lists tagged with instance-segmentation

A curated list of projects in awesome lists tagged with instance-segmentation .

https://github.com/matterport/mask_rcnn

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

instance-segmentation keras mask-rcnn object-detection tensorflow

Last synced: 16 Dec 2024

https://github.com/matterport/Mask_RCNN

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

instance-segmentation keras mask-rcnn object-detection tensorflow

Last synced: 27 Oct 2024

https://github.com/wkentaro/labelme

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

annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation

Last synced: 24 Oct 2024

https://github.com/PaddlePaddle/PaddleDetection

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

blazeface deepsort detr face-detection fairmot faster-rcnn fcos human-activity-recognition human-pose-estimation instance-segmentation mask-rcnn multi-object-tracking object-detection picodet pp-yolo rt-detr yolov3 yolov5 yolov7 yolox

Last synced: 28 Oct 2024

https://github.com/paddlepaddle/paddledetection

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

blazeface deepsort detr face-detection fairmot faster-rcnn fcos human-activity-recognition human-pose-estimation instance-segmentation mask-rcnn multi-object-tracking object-detection picodet pp-yolo rt-detr yolov3 yolov5 yolov7 yolox

Last synced: 19 Dec 2024

https://github.com/dbolya/yolact

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

instance-segmentation pytorch real-time realtime yolact

Last synced: 19 Dec 2024

https://github.com/aim-uofa/adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

abcnet adelaidet blendmask boxinst condinst densecl fcos instance-segmentation meinst object-detection ocr solo solov2 text-detection text-recognition

Last synced: 18 Dec 2024

https://github.com/aim-uofa/AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

abcnet adelaidet blendmask boxinst condinst densecl fcos instance-segmentation meinst object-detection ocr solo solov2 text-detection text-recognition

Last synced: 03 Nov 2024

https://github.com/jinfagang/yolov7_d2

πŸ”₯πŸ”₯πŸ”₯πŸ”₯ (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! πŸ”₯πŸ”₯πŸ”₯

detection detextron2 detr face instance-segmentation object-detection onnx tensorrt transformers yolo yolov6 yolov7 yolox

Last synced: 05 Oct 2024

https://github.com/lucasjinreal/yolov7_d2

πŸ”₯πŸ”₯πŸ”₯πŸ”₯ (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! πŸ”₯πŸ”₯πŸ”₯

detection detextron2 detr face instance-segmentation object-detection onnx tensorrt transformers yolo yolov6 yolov7 yolox

Last synced: 20 Dec 2024

https://github.com/TuSimple/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

instance-segmentation mxnet object-detection

Last synced: 08 Nov 2024

https://github.com/tusen-ai/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

instance-segmentation mxnet object-detection

Last synced: 20 Dec 2024

https://github.com/wxinlong/solo

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

instance-segmentation object-detection pytorch solo solov2

Last synced: 20 Dec 2024

https://github.com/keyu-tian/spark

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

bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl

Last synced: 15 Dec 2024

https://github.com/SHI-Labs/OneFormer

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation

Last synced: 08 Nov 2024

https://github.com/keyu-tian/SparK

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

bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl

Last synced: 28 Oct 2024

https://github.com/roboflow/inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

classification computer-vision deployment docker hacktoberfest inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python tensorrt vit yolo11 yolov5 yolov7 yolov8

Last synced: 17 Dec 2024

https://github.com/ShuLiu1993/PANet

PANet for Instance Segmentation and Object Detection

instance-segmentation object-detection

Last synced: 27 Nov 2024

https://github.com/d-li14/involution

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

cvpr2021 image-classification instance-segmentation involution object-detection operator pre-trained-model pytorch semantic-segmentation

Last synced: 15 Dec 2024

https://github.com/wisconsinaivision/yolact_edge

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

edge-devices instance-segmentation pytorch real-time realtime yolactedge

Last synced: 15 Dec 2024

https://github.com/WisconsinAIVision/yolact_edge

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

edge-devices instance-segmentation pytorch real-time realtime yolactedge

Last synced: 28 Oct 2024

https://github.com/idea-research/maskdino

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

instance-segmentation object-detection panoptic-segmentation semantic-segmentation

Last synced: 15 Dec 2024

https://github.com/xvjiarui/gcnet

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

computer-vision deep-learning instance-segmentation object-detection

Last synced: 15 Dec 2024

https://github.com/xvjiarui/GCNet

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

computer-vision deep-learning instance-segmentation object-detection

Last synced: 27 Nov 2024

https://github.com/youngwanLEE/centermask2

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

anchor-free centermask cvpr2020 detectron2 instance-segmentation object-detection pytorch real-time vovnet vovnetv2

Last synced: 26 Oct 2024

https://github.com/Epiphqny/VisTR

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

cvpr2021 instance-segmentation transformers video-instance-segmentation

Last synced: 27 Nov 2024

https://github.com/dbolya/tide

A General Toolbox for Identifying Object Detection Errors

error-detection errors evaluation instance-segmentation object-detection toolbox

Last synced: 21 Dec 2024

https://github.com/fidler-lab/polyrnn-pp-pytorch

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

annotation cvpr2018 deep-learning instance-segmentation labelling polygon-rnn pytorch

Last synced: 27 Nov 2024

https://github.com/oarriaga/paz

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

emotion-recognition face-recognition instance-segmentation keypoint-estimation object-detection pose-estimation semantic-segmentation

Last synced: 19 Dec 2024

https://github.com/wjf5203/VNext

Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

instance-segmentation motion object-detection tracking transformer video-instance-segmentation

Last synced: 06 Nov 2024

https://github.com/wjf5203/vnext

Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

instance-segmentation motion object-detection tracking transformer video-instance-segmentation

Last synced: 20 Dec 2024

https://github.com/hustvl/sparseinst

[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation

detectron2 instance-segmentation object-detection panoptic-segmentation real-time

Last synced: 21 Dec 2024

https://github.com/bowenc0221/panoptic-deeplab

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)

bottom-up cityscapes cvpr2020 deeplab detectron2 instance-segmentation panoptic-segmentation pytorch semantic-segmentation sementation

Last synced: 21 Dec 2024

https://github.com/paddlepaddle/paddleyolo

πŸš€πŸš€πŸš€ YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. πŸš€πŸš€πŸš€

instance-segmentation object-detection paddle paddleyolo ppyolo ppyoloe ppyolov2 rt-detr rtmdet yolo yolov10 yolov3 yolov5 yolov5u yolov6 yolov6lite yolov7 yolov7u yolov8 yolox

Last synced: 20 Dec 2024

https://github.com/PaddlePaddle/PaddleYOLO

πŸš€πŸš€πŸš€ YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. πŸš€πŸš€πŸš€

instance-segmentation object-detection paddle paddleyolo ppyolo ppyoloe ppyolov2 rt-detr rtmdet yolo yolov10 yolov3 yolov5 yolov5u yolov6 yolov6lite yolov7 yolov7u yolov8 yolox

Last synced: 28 Oct 2024

https://github.com/SysCV/transfiner

Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

cvpr cvpr2022 efficient-transformers high-quality instance-segmentation transformer

Last synced: 15 Nov 2024

https://github.com/jdai-cv/cotnet

This is an official implementation for "Contextual Transformer Networks for Visual Recognition".

contextual-transformer cotnet image-classification imagenet instance-segmentation mask-rcnn mscoco object-detection semantic-segmentation vision-transformer

Last synced: 15 Dec 2024

https://github.com/vanvalenlab/deepcell-tf

Deep Learning Library for Single Cell Analysis

cell-biology deep-learning instance-segmentation tensorflow

Last synced: 19 Dec 2024

https://github.com/LiWentomng/BoxInstSeg

A toolbox for box-supervised instance segmentation.

box-supervision instance-segmentation mmdetection toolbox

Last synced: 05 Nov 2024

https://github.com/Yang7879/3D-BoNet

πŸ”₯3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

3d-object-detection 3d-point-clouds 3d-vision computer-vision instance-segmentation

Last synced: 28 Oct 2024

https://github.com/chrieke/InstanceSegmentation_Sentinel2

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

agricultural-fields crop deep-learning earth-observation instance-segmentation remote-sensing satellite-imagery sentinel-2 thesis

Last synced: 05 Nov 2024

https://github.com/SamsungLabs/adaptis

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

adaptis cityscapes instance-segmentation mapillary-vistas-dataset ms-coco mxnet panoptic-segmentation pytorch

Last synced: 08 Nov 2024

https://github.com/Zzh-tju/CIoU

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

ciou cluster-nms diou instance-segmentation object-detection yolact

Last synced: 09 Nov 2024

https://github.com/NVlabs/FreeSOLO

FreeSOLO for unsupervised instance segmentation, CVPR 2022

cvpr2022 freesolo instance-segmentation object-detection self-supervised-learning

Last synced: 15 Nov 2024

https://github.com/RockeyCoss/Prompt-Segment-Anything

This is an implementation of zero-shot instance segmentation using Segment Anything.

instance-segmentation mmdetection segment-anything

Last synced: 13 Nov 2024

https://github.com/dme-compunet/YoloSharp

Use YOLO11 in real-time for object detection tasks πŸš€ with edge performance ⚑️ powered by ONNX-Runtime.

csharp dotnet image-classification imagesharp instance-segmentation obb object-detection onnx-runtime oriented-object-detection pose-estimation ultralytics yolo yolo11 yolov10 yolov8

Last synced: 09 Nov 2024

https://github.com/wxinlong/asis

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

deep-learning instance-segmentation point-cloud semantic-segmentation

Last synced: 18 Dec 2024

https://github.com/wkentaro/imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

deep-learning image-visualization instance-segmentation object-detection semantic-segmentation

Last synced: 20 Dec 2024

https://github.com/hustvl/tevit

Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral

instance-segmentation video-instance-segmentation video-understanding

Last synced: 19 Dec 2024

https://github.com/hustvl/TeViT

Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral

instance-segmentation video-instance-segmentation video-understanding

Last synced: 04 Nov 2024

https://github.com/feiyuhuahuo/Yolact_minimal

Minimal PyTorch implementation of YOLACT.

instance-segmentation pytorch real-time

Last synced: 27 Nov 2024

https://github.com/philferriere/tfwss

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).

convolutional-neural-networks deep-learning instance-segmentation segmentation tensorflow weakly-supervised-learning

Last synced: 19 Dec 2024

https://github.com/d-li14/psconv

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

convolution eccv2020 feature-pyramids instance-segmentation mmdetection multi-scale object-detection pytorch

Last synced: 07 Nov 2024

https://github.com/pqhieu/jsis3d

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

cvpr deep-learning instance-segmentation point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/d-li14/PSConv

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

convolution eccv2020 feature-pyramids instance-segmentation mmdetection multi-scale object-detection pytorch

Last synced: 14 Nov 2024

https://github.com/ultralytics/yolo-ios-app

Ultralytics YOLO iOS App source code for running YOLOv8 in your own iOS apps 🌟

ai app app-store coreml instance-segmentation ios ml object-detection real-time swift ultralytics xcode yolo yolov8

Last synced: 15 Dec 2024

https://github.com/caowgg/centernet-condinst

Instance Segmentation based on CenterNet and CondInst

anchor-free centernet dynamic-conditional-convolutional instance-segmentation

Last synced: 15 Nov 2024

https://github.com/MaybeShewill-CV/segment-anything-u-specify

using clip and sam to segment any instance you specify with text prompt of any instance names

deep-learning instance-segmentation object-detection sam-model segment-anything

Last synced: 13 Nov 2024

https://github.com/GuoleiSun/CountSeg

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

cvpr2019 instance-segmentation object-counting pytorch tpami2020 weakly-supervised-learning

Last synced: 05 Nov 2024

https://github.com/mirzaevinom/data_science_bowl_2018

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

data-science-bowl-2018 deep-learning instance-segmentation kaggle-competition object-detection

Last synced: 31 Oct 2024

https://github.com/philferriere/tfvos

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.

convolutional-neural-networks deep-learning instance-segmentation optical-flow recurrent-neural-networks segmentation tensorflow video-segmentation

Last synced: 01 Nov 2024

https://github.com/duankaiwen/lsnet

Location-Sensitive Visual Recognition with Cross-IOU Loss

instance-segmentation object-detection pose-estimation

Last synced: 21 Nov 2024

https://github.com/kienduynguyen/BoxeR

Code release for "BoxeR: Box-Attention for 2D and 3D Transformers"

box-attention boxer end-to-end-detection instance-segmentation object-detection

Last synced: 28 Oct 2024

https://github.com/vitae-transformer/vitae-vsa

The official repo for [ECCV'22] "VSA: Learning Varied-Size Window Attention in Vision Transformers"

attention-mechanism backbone classification deep-learning instance-segmentation object-detection vision-transformer

Last synced: 14 Nov 2024

https://github.com/CAPTAIN-WHU/iSAID_Devkit

[CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images"

aerial-imagery cvpr19 dataset devkit dota evaluation-code instance-segmentation object-detection pytorch pytorch-implementation

Last synced: 17 Nov 2024

https://github.com/ChristophReich1996/Cell-DETR

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

attention bibm-2020 cell-detr cell-segmentation deep-learning instance-segmentation synthetic-biology system-biology transformer

Last synced: 13 Nov 2024

https://github.com/Gorilla-Lab-SCUT/SSTNet

Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks

3d deep-learning instance-segmentation point-cloud superpoint

Last synced: 28 Oct 2024

https://github.com/i008/coco-dataset-explorer

Streamlit tool to explore coco datasets

coco-datasets instance-segmentation object-detection streamlit

Last synced: 13 Nov 2024