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Search results for object detection instance segmentation
instance-segmentation
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object-detection
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131 search results found
Mmdetection
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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
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. 💜
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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3,130
🔥🔥🔥🔥 (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
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"
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
Involution
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1,106
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
Panet
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1,054
PANet for Instance Segmentation and Object Detection
Maskdino
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1,013
[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/
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.
Centermask2
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673
CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020
Entity
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596
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
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
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
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. 🚀🚀🚀
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
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
Lvis Api
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349
Python API for LVIS Dataset
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
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
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)
Siamese Mask Rcnn
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202
Siamese Mask R-CNN model for one-shot instance segmentation
Cotnet
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201
This is an official implementation for "Contextual Transformer Networks for Visual Recognition".
Refinemask
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166
RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features (CVPR 2021)
Houghnet
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157
[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.
Lsnet
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143
Location-Sensitive Visual Recognition with Cross-IOU Loss
D2det
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137
D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)
Data_science_bowl_2018
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134
My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton
Remo Python
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131
🐰 Python lib for remo - the app for annotations and images management in Computer Vision
Object Detection And Image Segmentation With Detectron2
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131
Object Detection and Image Segmentation with Detectron2
Swa_object_detection
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128
SWA Object Detection
Boxer
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125
Code release for "BoxeR: Box-Attention for 2D and 3D Transformers"
Mgd
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124
Masked Generative Distillation (ECCV 2022)
Yolov8_ros
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117
Ultralytics YOLOv8 for ROS 2
Imagenetmodel
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101
Official ImageNet Model repository
Mask_rcnn_pytorch
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101
Mask R-CNN for object detection and instance segmentation on Pytorch
Moganet
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100
[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network
Yolov8
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98
Use YOLOv8 in real-time, for object detection, instance segmentation, pose estimation and image classification, via ONNX Runtime.
Celldetection
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93
Instance Segmentation with PyTorch & PyTorch Lightning.
Yoco
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93
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
Recognize Any Regions
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92
Recognize Any Regions
Discobox
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91
The Official PyTorch Implementation of DiscoBox.
Tensorflow Yolact
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85
Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Mmdetection
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81
OpenVINO Training Extensions Object Detection
Bmaskr Cnn
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81
Boundary-preserving Mask R-CNN (ECCV 2020)
Gpvit
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80
[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
Xtreme Vision
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76
A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
Segment Anything U Specify
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73
using clip and sam to segment any instance you specify with text prompt of any instance names
Coco Dataset Explorer
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65
Streamlit tool to explore coco datasets
Isaid_devkit
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63
Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images" (CVPR'19 Workshops -- Oral)
Maskrcnn Modanet
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62
A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset
Fapn
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62
[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction
Cap_augmentation
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58
Cut and paste augmentation for object detection and instance segmentation
Chainer Mask Rcnn
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55
Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)
Labelme2coco
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55
Make your own dataset for object detection and transform the format to coco json format
Forest_rcnn
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53
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation (ACM MM 2020)
Kerod
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53
DETR - Faster RCNN implementation in tensorflow 2
Tfdetection
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46
A Detection Toolbox for Tensorflow2
Res2net Maskrcnn
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44
Res2Net for Instance segmentation and Object detection using MaskRCNN
Ac Fpn
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43
Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》
Catnet
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41
🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (TNNLS 2023)
Image Segmentation
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35
Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available
Detectron2_timm
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33
A simple wrapper library for binding timm models as detectron2 backbones
Rt Mrcnn
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29
Real time instance segmentation with Mask R-CNN, live from webcam feed.
Scenecut
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28
Joint Geometric and Object Segmentation for Indoor Scenes
Psconv
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28
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
Ozeu
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27
The toolkit to generate auto labeled datasets
Detic_ros
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25
ROS wrapper for pretrained Detic instance segmentation and detection (and some utils to work with point cloud)
3dsemanticmapping_jint_2020
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25
Repository for the paper "Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues"
Minsu3d
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24
MINSU3D: MinkowskiEngine-powered Scene Understanding in 3D
Detectron2 Publaynet
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24
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
Yolact
⭐
24
Tensorflow 2.x implementation YOLACT
Cameraobjectsdetection
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24
Real-time camera objects detection application written in Python & applying Mask R-CNN algorithm.
Maskrcnn Object Detection And Segmentation
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22
Train your own custom MaskRCNN Object Detection and Instance Segmentation model.
Mask Rcnn Tf2.7.0 Keras2.7.0
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21
Mask R-CNN for object detection and instance segmentation on Keras==2.7.0 and TensorFlow==2.7.0
Maskrcnn
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17
MaskRCNN object detection implemented by Keras.
Vovnet Detectron
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17
Detectron with VoVNet(CVPRW'19) backbone networks
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