ternaus / TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
☆1,058Updated 2 years ago
Alternatives and similar repositories for TernausNet:
Users that are interested in TernausNet are comparing it to the libraries listed below
- Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge☆636Updated last year
- Code for the Lovász-Softmax loss (CVPR 2018)☆1,389Updated last year
- PyTorch for Semantic Segmentation☆1,731Updated 5 years ago
- Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation☆858Updated last year
- Code for the 1st place model in Carvana Image Masking Challenge☆443Updated 2 years ago
- TernausNetV2: Fully Convolutional Network for Instance Segmentation☆549Updated 4 years ago
- Generic U-Net Tensorflow implementation for image segmentation☆1,905Updated 4 years ago
- DSB2018 [ods.ai] topcoders☆418Updated 5 years ago
- Image Segmentation and Object Detection in Pytorch☆749Updated 3 years ago
- Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation(Unfinished)☆649Updated 7 years ago
- Fully Convolutional DenseNets for semantic segmentation.☆490Updated 2 years ago
- Keras implementation of Deeplab v3+ with pretrained weights☆1,368Updated 5 months ago
- U-Net: Convolutional Networks for Biomedical Image Segmentation☆433Updated 11 months ago
- Winning solution for the Kaggle TGS Salt Identification Challenge.☆353Updated 5 years ago
- Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation☆1,966Updated 4 years ago
- Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation☆285Updated 9 years ago
- Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.☆1,974Updated last year
- Tunable U-Net implementation in PyTorch☆335Updated 4 years ago
- Gated-Shape CNN for Semantic Segmentation (ICCV 2019)☆923Updated last year
- Retina blood vessel segmentation with a convolutional neural network☆1,314Updated 2 years ago
- FC-DenseNet in PyTorch for Semantic Segmentation☆308Updated 6 years ago
- A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation☆716Updated 6 years ago
- FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.☆842Updated 4 years ago
- Pixel-wise segmentation on VOC2012 dataset using pytorch.☆386Updated 6 years ago
- PyTorch implementation of PSPNet segmentation network☆591Updated 7 years ago
- U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597☆276Updated 7 years ago
- This repository contains the reference implementation for our proposed Convolutional CRFs.☆566Updated 4 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆552Updated 2 years ago
- Resources of semantic segmantation based on Deep Learning model☆1,108Updated 4 years ago
- Official Implementation of the Paper "Capsules for Object Segmentation".☆277Updated 5 years ago