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The Top 23 Deep Learning Segmentation Open Source Projects

Open source projects categorized as Deep Learning Segmentation
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Segmentation
Copy Paste Aug ⭐ 306
Copy-paste augmentation for segmentation and detection tasks
most recent commit 2 years ago
Holy Edge ⭐ 306
Holistically-Nested Edge Detection
most recent commit 2 years ago
Instancesegmentation_sentinel2 ⭐ 300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
most recent commit a year ago
Deepsegment ⭐ 300
A sentence segmenter that actually works!
dependent packages 2total releases 12most recent commit 4 years agopypi deepsegment} Downloads
Superpixel_fcn ⭐ 297
[CVPR‘20] SpixelFCN: Superpixel Segmentation with Fully Convolutional Network
most recent commit 2 years ago
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"
most recent commit 5 years ago
Uctransnet ⭐ 293
Implementation of our AAAI'22 work: 'UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer'.
most recent commit 4 months ago
Segmentation_keras ⭐ 292
DilatedNet in Keras for image segmentation
most recent commit 5 years ago
Cutie ⭐ 288
[arXiv 2023] Putting the Object Back Into Video Object Segmentation
most recent commit 4 months ago
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
total releases 4most recent commit 4 years ago
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"
most recent commit 6 years ago
Deepvoice ⭐ 278
Deep Voice: Real-time Neural Text-to-Speech
most recent commit 7 years ago
Cnnvisualizer ⭐ 273
Visualizer for Deep Neural Networks
most recent commit 2 years ago
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"
most recent commit a month ago
Unet Zoo ⭐ 262
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
most recent commit 6 years ago
Pytorch Saltnet ⭐ 259
Kaggle | 9th place single model solution for TGS Salt Identification Challenge
most recent commit 5 years ago
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.
most recent commit 6 years ago
Ai_papers ⭐ 254
AI Papers
most recent commit 4 years ago
Relation Shape Cnn ⭐ 252
Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
most recent commit 4 years ago
Meduncertainty ⭐ 251
Uncertainty in Medical Image Analysis
most recent commit 2 years ago
Pytorch Deformable Convolution V2 ⭐ 250
Don't feel pain to use Deformable Convolution
most recent commit a year ago
Unet ⭐ 249
U-Net Biomedical Image Segmentation
most recent commit a year ago
Kiu Net Pytorch ⭐ 245
Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI
most recent commit 2 years ago
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