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Search results for deep learning segmentation

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701 search results found

Copy Paste Aug ⭐ 306

Copy-paste augmentation for segmentation and detection tasks

Holy Edge ⭐ 306

Holistically-Nested Edge Detection

Instancesegmentation_sentinel2 ⭐ 300

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

Deepsegment ⭐ 300

A sentence segmenter that actually works!

Superpixel_fcn ⭐ 297

[CVPR‘20] SpixelFCN: Superpixel Segmentation with Fully Convolutional Network

Blitznet ⭐ 293

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

Uctransnet ⭐ 293

Implementation of our AAAI'22 work: 'UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer'.

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

[arXiv 2023] Putting the Object Back Into Video Object Segmentation

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Cascaded Fcn ⭐ 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"

Deepvoice ⭐ 278

Deep Voice: Real-time Neural Text-to-Speech

Cnnvisualizer ⭐ 273

Visualizer for Deep Neural Networks

Multi Task Transformer ⭐ 269

Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Pytorch Saltnet ⭐ 259

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

Apc Vision Toolbox ⭐ 258

MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.

Ai_papers ⭐ 254

Relation Shape Cnn ⭐ 252

Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

Meduncertainty ⭐ 251

Uncertainty in Medical Image Analysis

Pytorch Deformable Convolution V2 ⭐ 250

Don't feel pain to use Deformable Convolution

U-Net Biomedical Image Segmentation

Kiu Net Pytorch ⭐ 245

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

3d Mri Brain Tumor Segmentation Using Autoencoder Regularization ⭐ 243

Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)

Enet Real Time Semantic Segmentation ⭐ 241

ENet - A Neural Net Architecture for real time Semantic Segmentation

Ceal Medical Image Segmentation ⭐ 239

Active Deep Learning for Medical Imaging Segmentation

Segment Lidar ⭐ 238

Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.

Tensorflow Enet ⭐ 236

TensorFlow implementation of ENet

Jejunet ⭐ 236

Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island

Pytorch_tiramisu ⭐ 236

FC-DenseNet in PyTorch for Semantic Segmentation

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

Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions (RAL 2022)

Wildcat.pytorch ⭐ 227

PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017

Adaptive_affinity_fields ⭐ 224

Adaptive Affinity Fields for Semantic Segmentation

Unsupervised Video ⭐ 223

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

Remote Sensing Deep Learning ⭐ 222

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

Implementation of a U-net complete with efficient attention as well as the latest research findings

Modanet ⭐ 217

ModaNet: A large-scale street fashion dataset with polygon annotations

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Vt Unet ⭐ 210

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

Fastseg ⭐ 209

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

2020 Cbms Doubleu Net ⭐ 207

DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

Unet Pytorch ⭐ 206

U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

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).

Scancomplete ⭐ 199

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Deepgrabcut Pytorch ⭐ 193

Deep GrabCut in PyTorch

Deepmask Pytorch ⭐ 192

PyTorch re-implementation of DeepMask

Fast Scnn Pytorch ⭐ 192

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

Footprints ⭐ 192

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

U-Time: A Fully Convolutional Network for Time Series Segmentation

Sparse Structured Attention ⭐ 190

Sparse and structured neural attention mechanisms

[NeurIPS'20] Multiscale Deep Equilibrium Models

Nnproject_deepmask ⭐ 188

Deep Neural Network for object segmentation.

Bisenetv2 Tensorflow ⭐ 187

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

Guided Attention Inference Network ⭐ 187

Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

Cvpr 2023 Papers ⭐ 185

CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation

Fcn Semantic Segmentation ⭐ 181

Fully convolutional networks for semantic segmentation

Toronto 3d ⭐ 180

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Multiplanarunet ⭐ 179

Multi-Planar UNet for autonomous segmentation of 3D medical images

Unet3plus_pth ⭐ 178

UNet3+/ UNet++/UNet, used in Deep Automatic Portrait Matting in Pytorth

Generic U-Net Tensorflow 2 implementation for semantic segmentation

Med Seg Diff Pytorch ⭐ 174

Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space

Sota Cv ⭐ 172

A repository of state-of-the-art deep learning methods in computer vision

Awesome Cell Detection Segmentation ⭐ 169

nucleus/cell and histopathology image classification,detection,segmentation

Deepbrainseg ⭐ 167

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

Deepresearch ⭐ 166

This repository is the collection of research papers in Deep learning, computer vision and NLP.

Multi Scale Attention ⭐ 166

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

Antspynet ⭐ 162

Medical image analysis framework merging ANTsPy and deep learning

Deep Watershed Transform for Instance Segmentation

Open Solution Data Science Bowl 2018 ⭐ 158

Open solution to the Data Science Bowl 2018

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Deepcrack ⭐ 157

DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Weakly Supervised Panoptic Segmentation ⭐ 152

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Pytorch_connectomics ⭐ 151

PyTorch Connectomics: segmentation toolbox for EM connectomics

Pixelobjectness ⭐ 150

Generic Foreground Segmentation in Images

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.

Deeplearning_nlp ⭐ 149

基于深度学习的自然语言处理库

Autoannotationtool ⭐ 149

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

Mask Rcnn Tf2 ⭐ 149

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

Cbim Medical Image Segmentation ⭐ 148

A PyTorch framework for medical image segmentation

3dunet Tensorflow Brats18 ⭐ 147

3D Unet biomedical segmentation model powered by tensorpack with fast io speed

Keraspersonlab ⭐ 147

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

Seismic Deeplearning ⭐ 146

Deep Learning for Seismic Imaging and Interpretation

Automated Objects Removal Inpainter ⭐ 142

Automated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/s from list of 20 objects from all the input photos

Squeeze_and_excitation ⭐ 140

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

Swapnet ⭐ 140

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Deeperlab Pytorch ⭐ 138

Segmentation realize Deeperlab only segmentation part

Buildingchangedetector ⭐ 138

基于U-Net检测卫星图像上的新增建筑

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