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The Top 23 Python Convolutional Neural Networks Semantic Segmentation Open Source Projects

Open source projects categorized as Python Convolutional Neural Networks Semantic Segmentation
Categories > Machine Learning > Convolutional Neural Networks
Categories > Machine Learning > Semantic Segmentation
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 4 months ago
Pytorch Fcn ⭐ 1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
dependent packages 1total releases 21most recent commit a year agopypi torchfcn} Downloads
Medicaldetectiontoolkit ⭐ 1,249
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
most recent commit 3 months ago
Gscnn ⭐ 885
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
most recent commit 6 months ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22most recent commit 2 years agopypi pixellib} Downloads
Deeplab_v3 ⭐ 797
Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN
most recent commit 2 years ago
Bcdu Net ⭐ 435
BCDU-Net : Medical Image Segmentation
most recent commit 2 years ago
Espnet ⭐ 429
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
most recent commit 4 years ago
Vnet.pytorch ⭐ 421
A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
most recent commit 6 years ago
Geoseg ⭐ 382
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.
most recent commit 7 months ago
Espnetv2 ⭐ 375
A light-weight, power efficient, and general purpose convolutional neural network
most recent commit 3 years ago
Fcn Pytorch ⭐ 366
🚘 Easiest Fully Convolutional Networks
most recent commit 10 months ago
Edgenets ⭐ 340
This repository contains the source code of our work on designing efficient CNNs for computer vision
most recent commit 3 years ago
Bonnet ⭐ 250
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.
most recent commit 4 years ago
Fcn ⭐ 211
Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
total releases 80most recent commit 3 years ago
2020 Cbms Doubleu Net ⭐ 207
DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
most recent commit 6 months ago
Smoothly Blend Image Patches ⭐ 193
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
most recent commit 4 years ago
Fcn Semantic Segmentation ⭐ 181
Fully convolutional networks for semantic segmentation
most recent commit 6 years ago
Elektronn3 ⭐ 161
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
dependent packages 1total releases 2most recent commit 5 months agopypi elektronn3} Downloads
Geo Deep Learning ⭐ 143
Deep learning applied to georeferenced datasets
most recent commit 3 months ago
Adaptationseg ⭐ 116
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017
most recent commit 3 years ago
Farseg ⭐ 114
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf
most recent commit 7 months ago
Resunetplusplus With Crf And Tta ⭐ 106
Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
most recent commit 6 months ago
The 3 Most Depended On Python Convolutional Neural Networks Semantic Segmentation Open Source Projects
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22latest release October 11, 2021most recent commit 2 years agopypi pixellib} Downloads
Pytorch Fcn ⭐ 1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
dependent packages 1total releases 21latest release October 06, 2021most recent commit a year agopypi torchfcn} Downloads
The 5 Latest Releases In Python Convolutional Neural Networks Semantic Segmentation Open Source Projects
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22latest release October 11, 2021most recent commit 2 years agopypi pixellib} Downloads
Pytorch Fcn ⭐ 1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
dependent packages 1total releases 21latest release October 06, 2021most recent commit a year agopypi torchfcn} Downloads
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