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Search results for deep learning instance segmentation
deep-learning
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instance-segmentation
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103 search results found
Labelme
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12,133
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
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
Lanenet Lane Detection
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2,170
Unofficial implemention of lanenet model for real time lane detection
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)
Gcnet
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926
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Pixellib
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828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Polyrnn Pp
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674
Inference Code for Polygon-RNN++ (CVPR 2018)
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]
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
Lidar Bonnetal
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443
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
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)
Deepcell Tf
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373
Deep Learning Library for Single Cell Analysis
3d Sis
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333
[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
Satellite Imagery Datasets Containing Ships
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325
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
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
Instancesegmentation_sentinel2
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300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
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)
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).
Asis
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202
Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019
Deepmask Pytorch
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192
PyTorch re-implementation of DeepMask
Jsis3d
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175
[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds
Dwt
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161
Deep Watershed Transform for Instance Segmentation
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)
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
Semantic_seg_paper_collection
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128
Light Condition Style Transfer
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123
Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer (IV 2020)
Deepco3
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114
[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)
Paddlelabel
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111
飞桨智能标注,让标注快人一步
Embedseg
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106
Code Implementation for EmbedSeg, an Instance Segmentation Method for Microscopy Images
Pytorch Polygon Rnn
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101
Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly
Celldetection
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93
Instance Segmentation with PyTorch & PyTorch Lightning.
Uoais
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92
Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022
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
Sstnet
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78
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks
Seg By Interaction
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77
Unsupervised instance segmentation via active robot interaction
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
Deepcoloring
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72
Instance Segmentation by Deep Coloring
Deep Dental Image
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66
Mask R-CNN for instance segmentation of panoramic X-ray images
Turkey
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64
Easily create a web UI on Amazon Mechanical Turk to crowd-source instance segmentation data
Max Deeplab
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63
Unofficial implementation of MaX-DeepLab for Instance Segmentation
Cell Detr
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57
Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].
Labelme2coco
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55
Make your own dataset for object detection and transform the format to coco json format
Chainer Mask Rcnn
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55
Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)
Chainer Fcis
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43
[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation
Emsanet
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42
EMSANet: Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments
Cartoonsegmentation
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36
Instance segmentation for cartoon/anime characters and some visual techniques building around it.
Instantdl
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35
InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification
Wastedata Mask_rcnn Multiple Classes
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35
predicting more than 2 classes from publicly available image data, for annotation we are using VGG annotator latest version
Pixano Elements
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33
Pixano Elements - Re-usable web components dedicated to data annotation tasks.
Dance
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32
Code for "DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation", WACV2021
Annolid
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29
An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.
Impartial
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28
Interactive deep learning whole-cell segmentation and thresholding using partial annotations
Pixano App
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24
Pixano App is a web-based smart-annotation tool for computer vision applications.
Minsu3d
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24
MINSU3D: MinkowskiEngine-powered Scene Understanding in 3D
Prostate_segmentation
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24
NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures
Detectron2 Publaynet
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24
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
Omniscape
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23
This repository will provide tools and news about The OmniScape Dataset
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
Onnx Yolov8 Instance Segmentation
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18
Python scripts performing Instance Segmentation using the YOLOv8 model in ONNX.
Maskrcnn
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17
MaskRCNN object detection implemented by Keras.
Mask Rcnn
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16
Mask-RCNN training and prediction in MATLAB for Instance Segmentation
Objectnet
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15
PyTorch implementation of "Pyramid Scene Parsing Network".
Paper Notes
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15
Paper notes in deep learning/machine learning and computer vision
Ccse
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15
Instance Segmentation for Chinese Character Stroke Extraction, Datasets and Benchmarks.
Deep Learning
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14
Side projects and hands-on work
Coco Panoptic
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14
Quick attempt at a panoptic segmentation model
Pharmaconet
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14
Official Github for "PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore Modeling" (NeurIPS 2023 Workshop)
Facebook_detectron2_windows_10
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14
This repo contains the process of getting started with Facebook FAIR's detectron2 project on windows 10 without any Nvidia GPU.
Stretchbev
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13
Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"
Computer Vision Papers Of The Week
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12
Computer Vision Papers of the week
Sensecraft Ai
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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.
Nicr Scene Analysis Datasets
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11
Code to prepare and use common datasets for scene analysis tasks
Upgen
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10
The official repository for the paper: Scalable learning for bridging the species gap in image-based plant phenotyping.
Kaggle_image Segm
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9
Simple tooling for instance segmentation aiming at cell biology...
Mask_lane_detection
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9
Pixpro With Weights
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9
Pixel Propagation for unsupervised visual representation learning
Aio P
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9
Code repo for the paper "AIO-P: Expanding Neural Performance Predictors Beyond Image Classification", accepted to AAAI-23.
Huahuolabel
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9
HuaHuoLabel is a multifunctional AI data label tool, which supports data label of five computer vision tasks, including single-category classification, multi-category classification, semantic segmentation, object detection and instance segmentation. It can also do image editing, dataset management, auto-labeling, and pseudo label generation.
Yeast In Microstructures Dataset
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8
Official and maintained implementation of the dataset paper "An Instance Segmentation Dataset of Yeast Cells in Microstructures" [EMBC 2023].
Empanada Napari
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8
Panoptic segmentation algorithms for 2D and 3D electron microscopy in napari
Nicr Multitask Scene Analysis
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8
Provides some core functionalities for multi-task scene analysis in PyTorch.
Jakarnotator
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7
The Jakarnotator is an annotation tool to create your own database for instance segmentation problem.
Instance Segmentation
⭐
7
Use of Deep Learning to perform Instance Segmentation
Manga Layout Analysis
⭐
7
🤖 Manga Layout Analysis via Deep Learning
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