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Search results for segmentation coco
coco
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segmentation
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74 search results found
Yolact
⭐
4,793
A simple, fully convolutional model for real-time instance segmentation.
Fastmaskrcnn
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3,041
Mask RCNN in TensorFlow
Detectron.pytorch
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2,695
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
Blenderproc
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2,402
A procedural Blender pipeline for photorealistic training image generation
Coco Annotator
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1,743
✏️ Web-based image segmentation tool for object detection, localization, and keypoints
Yolact_edge
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1,138
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
Panet
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1,054
PANet for Instance Segmentation and Object Detection
Extremenet
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885
Bottom-up Object Detection by Grouping Extreme and Center Points
Cocostuff
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688
The official homepage of the COCO-Stuff dataset.
Iic
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517
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
Pose2seg
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486
Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.
Awesome Panoptic Segmentation
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430
Panoptic Segmentation Resources List
Fewx
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335
FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.
Panopticapi
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257
COCO 2018 Panoptic Segmentation Task API (Beta version)
Cocostuff10k
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245
The official homepage of the (outdated) COCO-Stuff 10K dataset.
Siamese Mask Rcnn
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202
Siamese Mask R-CNN model for one-shot instance segmentation
Deepgrabcut Pytorch
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193
Deep GrabCut in PyTorch
Deepmask Pytorch
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192
PyTorch re-implementation of DeepMask
Cvpytorch
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183
CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.
Embedmask
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160
EmbedMask: Embedding Coupling for One-stage Instance Segmentation
Repri For Few Shot Segmentation
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141
(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166
Surgery Robot Detection Segmentation
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130
Object detection and segmentation for a surgery robot using Mask-RCNN on Python 3, Keras, and TensorFlow..
Semanticsegmentation
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122
A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation
Torchbench
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111
Easily benchmark machine learning models in PyTorch
Nm Sparsity
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102
Moganet
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100
[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network
People_segmentation
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97
Code for the model to segment people at the image
Pmms
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97
Prototype Mixture Models for Few-shot Semantic Segmentation
Condinst
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93
Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val
Tensorflow Yolact
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85
Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
Coco2voc
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84
A tool for converting COCO style annotations to PASCAL VOC style segmentations
Ocrd_segment
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62
OCR-D-compliant page segmentation
Wss
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55
A simple consistency training framework for semi-supervised image semantic segmentation
Segcaps
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53
A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
Sognet
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53
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation
Image_segmentation_examples
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44
Examples of Image Segmentation with Mask R-CNN from PyImageConf 2018
Chainer Fcis
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43
[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation
Deep Learning Explorer
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40
Quickly explore how different deep learning systems work with your data
Labelme2coco
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38
How to create custom COCO data set for instance segmentation
Yolact_fcos
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38
YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val
Dataset Converters
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37
A conversion toolset between different object detection and instance segmentation annotation formats
Shapeprop
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36
Learning Saliency Propagation for Semi-supervised Instance Segmentation
Pdq_evaluation
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34
Evaluation code for using probabilistic detection quality (PDQ) measure for probabilistic object detection tasks. Currently supports COCO and robotic vision challenge (RVC) data.
Amodal Segmentation Based On Visible Region Segmentation And Shape Prior
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33
Implementation of the AAAI-2021 paper "Amodal Segmentation Based on Visible Region Segmentation and Shape Prior"
Dance
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32
Code for "DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation", WACV2021
Kaggle Open Images 2019 Instance Segmentation
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32
Simple solution for Open Images 2019 - Instance Segmentation competition using maskrcnn-benchmark.
Rt Mrcnn
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29
Real time instance segmentation with Mask R-CNN, live from webcam feed.
Denet
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26
This is the official repo for Dynamic Extension Nets for Few-shot Semantic Segmentation (ACM Multimedia 20).
Sharpmask
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26
TensorFlow implementation of DeepMask and SharpMask
Datasets
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25
Collections of many datasets you may need and play with.
Instance Seg
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20
instance segmentation with deep metric learning and context
Kwcoco
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19
Segmentation 191
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19
Human body segmentation project for CS 191, Senior research project.
Mask Rcnn
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16
Mask-RCNN training and prediction in MATLAB for Instance Segmentation
Amodalapi
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15
Coco Panoptic
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14
Quick attempt at a panoptic segmentation model
Pycocotools Window
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14
Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows/change object's id to string build and python3
Deep Learning
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14
Side projects and hands-on work
Mmdetection_instance_segmentation_demo
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13
How to train an instance segmentation model with mmdetection
Image To Coco Json Converter
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13
Convert segmentation mask images to COCO JSON format
Annotateonline Input Converters
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11
Python conversion scripts between annotate.online format and other common formats.
Cortex_opendata
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11
High quality open source dataset.
Pointer Based Segmentation Find Segment Containing Given Image Point Witin Given Roi Mask Using Cnn
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11
Category independent sequential image segmentation. Find a segment containing a given image pixel within a given attention mask using a convolutional neural network (CNN), and its application for sequential region-by-region instance-aware segmentation of images with unfamiliar categories.
Fcn_mscoco_food_segmentation
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11
Keras Fully Convolutional Neural Network MSCOCO Food Segmentation
Generator Evaluator Selector Net A Modular Approach For Panoptic Segmentation
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11
Generator Evaluator selector net for image segmentation. Generator net generate Image segments. Evaluator net rank and select the best segments for the image segmentation map.
Autopanoptic
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10
Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation
Pytorch_deeplab
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9
Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.
Deeplab_ros
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9
ROS Wrapper for DeepLab: Deep Labelling for Semantic Image Segmentation
Droppos
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8
[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions
Spatialflow
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7
SpatialFlow: Bridging all Task for Panoptic Segmentation. In TCSVT2020
Jakarnotator
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7
The Jakarnotator is an annotation tool to create your own database for instance segmentation problem.
Hcmvcc_maskrcnn
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6
Mask-RCNN for the classification and segmentation of HCMV infection (Matterport, Tensorflow 2.0)
Keras Panet
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6
Path Aggregation Network for Instance Segmentation
Polimorfo
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5
Polimorfo (πολύμορϕος, comp. di πολυ- «poli-» e μορϕή «forma») is a dataset loader and converter library for object detection segmentation and classification.
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