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Search results for jupyter notebook segmentation
jupyter-notebook
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segmentation
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555 search results found
Mit Deep Learning
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9,897
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Unet
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4,218
unet for image segmentation
Awesome Deeplearning
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2,670
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
Kubric
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2,089
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Pytorch 3dunet
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1,721
3D U-Net model for volumetric semantic segmentation written in pytorch
Transformer Explainability
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1,596
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
Tutorials
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1,489
MONAI Tutorials
Fcn.tensorflow
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1,255
Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)
Snake
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1,111
Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral
Batchgenerators
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1,013
A framework for data augmentation for 2D and 3D image classification and segmentation
Semanticsegmentation_dl
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983
Resources of semantic segmantation based on Deep Learning model
Discogan Pytorch
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928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Deeplab_v3
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797
Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN
Pytorch Segmentation Detection
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720
Image Segmentation and Object Detection in Pytorch
Fsgan
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665
FSGAN - Official PyTorch Implementation
Business Machine Learning
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620
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
Entity
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596
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Motion Cosegmentation
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577
Reference code for "Motion-supervised Co-Part Segmentation" paper
Ternausnetv2
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500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
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'.
Robot Surgery Segmentation
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475
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
Medspacy
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448
Library for clinical NLP with spaCy.
Fastsurfer
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402
PyTorch implementation of FastSurferCNN
Probabilistic_unet
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400
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
Icnet Tensorflow
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387
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
Pytorch Unet
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357
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
Tokenlabeling
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342
Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"
Maxvit
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340
[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
Portrait Segmentation
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310
Real-time portrait segmentation for mobile devices
Copy Paste Aug
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306
Copy-paste augmentation for segmentation and detection tasks
Instancesegmentation_sentinel2
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300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Multiresunet
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298
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
Tianchi Medical Lungtumordetect
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286
天池医疗AI大赛[第一季]:肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
Mattnet
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285
MAttNet: Modular Attention Network for Referring Expression Comprehension
Cascaded Fcn
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283
Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
Cucim
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282
cuCIM - RAPIDS GPU-accelerated image processing library
Sipmask
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259
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
Pytorch Deformable Convolution V2
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250
Don't feel pain to use Deformable Convolution
Unet
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249
U-Net Biomedical Image Segmentation
Tensorflow Segmentation
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247
Semantic image segmentation in Tensorflow
3d Mri Brain Tumor Segmentation Using Autoencoder Regularization
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243
Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).
Cardiac Segmentation
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243
Right Ventricle Cardiac MRI Segmentation
Enet Real Time Semantic Segmentation
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241
ENet - A Neural Net Architecture for real time Semantic Segmentation
Pytorch_tiramisu
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236
FC-DenseNet in PyTorch for Semantic Segmentation
Panoptic Segment Anything
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225
Combining Segment Anything (SAM) with Grounded DINO for zero-shot object detection and CLIPSeg for zero-shot segmentation
Retina Vesselnet
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216
A Simple U-net model for Retinal Blood Vessel Segmentation based on tensorflow2
Pointnet
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211
PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
Kaggle_airbus_ship_detection
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207
Kaggle airbus ship detection challenge 21st solution
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
Fusion360gallerydataset
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196
Data, tools, and documentation of the Fusion 360 Gallery Dataset
One Hundred Layers Tiramisu
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195
Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)
Colour Checker Detection
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194
Colour checker detection with Python
Segnet
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180
A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Unet
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176
Generic U-Net Tensorflow 2 implementation for semantic segmentation
Grounded Segment Anything Colab
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170
Grounding DINO with Segment Anything & Stable Diffusion colab
Rloss
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170
Regularized Losses (rloss) for Weakly-supervised CNN Segmentation
Osvos Caffe
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170
One-Shot Video Object Segmentation
Pandaset Devkit
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170
Hair Segmentation
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169
hair segmentation in mobile device
Diffseg
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167
DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature to add semantic labels to the masks based on a generated caption.
Pointrend
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161
an numpy-based implement of PointRend
Pointrend Pytorch
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158
A PyTorch implementation of PointRend: Image Segmentation as Rendering
Unet In Tensorflow
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157
U-Net implementation in Tensorflow
Segflow
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152
Demo code of the paper "SegFlow: Joint Learning for Video Object Segmentation and Optical Flow", in ICCV 2017
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)
Swapnet
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140
Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!
Segaware
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139
Segmentation-Aware Convolutional Networks Using Local Attention Masks
Buildingchangedetector
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138
基于U-Net检测卫星图像上的新增建筑
Zanzibar Aerial Mapping
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138
Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep learning
Faultseg
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135
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
Fgsegnet
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133
FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding
Mnet_deepcdr
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133
Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"
Severstal Steel Defect Detection
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132
Kaggle Segmentation Challenge
Object Detection And Image Segmentation With Detectron2
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131
Object Detection and Image Segmentation with Detectron2
Fcn For Semantic Segmentation
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131
Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing
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..
Unet Segmentation In Keras Tensorflow
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129
UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.
Semantic Segmentation Tutorial Pytorch
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123
A simple PyTorch codebase for semantic segmentation using Cityscapes.
Clothes Virtual Try On
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123
Virtual Clothing Assistant a custom unique implementation of ViTON, allows user to try different clothings virtually
Portraitnet
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121
Code for the paper "PortraitNet: Real-time portrait segmentation network for mobile device" @ CAD&Graphics2019
Rsis
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120
Recurrent Neural Networks for Semantic Instance Segmentation
Absvit
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120
Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)
Keras Segmentation Deeplab V3.1
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117
An awesome semantic segmentation model that runs in real time
Pose Interpreter Networks
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115
Real-time robotic object pose estimation with deep learning
Biggansarewatching
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110
Authors official implementation of "Big GANs Are Watching You" pre-print
Dstl_unet
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107
Dstl Satellite Imagery Feature Detection
Seismiqb
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106
Seismic data interpretation with deep learning
Moganet
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100
[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network
Cutmix Semisup Seg
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99
Semi-supervised semantic segmentation needs strong, varied perturbations
Adaptivemaskedproxies
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97
Adaptive Masked Proxies for Few Shot Semantic Segmentation
Colab Mask Rcnn
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96
How to run Object Detection and Segmentation on a Video Fast for Free
Autonomous_mobile_robot
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93
Implementation of an autonomous mobile robot with semantic segmentation, object detection, motion planning and control systems
Optic Nerve Cnn
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92
Code repository for a paper "Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network"
Densesharp
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91
[Cancer Research] 3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas
Textsplit
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87
Segment documents into coherent parts using word embeddings.
Etci 2021 Competition On Flood Detection
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86
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Harmonixset
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84
The Harmonix Set: Beats, Downbeats, and Structural Annotations for Pop Music
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