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
Sorting:
- Code for the Lovász-Softmax loss (CVPR 2018)☆1,392Updated last year
- Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge☆637Updated last year
- TernausNetV2: Fully Convolutional Network for Instance Segmentation☆549Updated 4 years ago
- DSB2018 [ods.ai] topcoders☆418Updated 5 years ago
- Fully Convolutional DenseNets for semantic segmentation.☆490Updated 2 years ago
- Resources of semantic segmantation based on Deep Learning model☆1,109Updated 4 years ago
- Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation(Unfinished)☆649Updated 7 years ago
- Image Segmentation and Object Detection in Pytorch☆750Updated 3 years ago
- PyTorch for Semantic Segmentation☆1,733Updated 5 years ago
- U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597☆278Updated 7 years ago
- Code for the 1st place model in Carvana Image Masking Challenge☆445Updated 2 years ago
- FC-DenseNet in PyTorch for Semantic Segmentation☆308Updated 6 years ago
- This repository contains the reference implementation for our proposed Convolutional CRFs.☆567Updated 4 years ago
- Dilated Residual Networks☆1,108Updated 5 years ago
- Tunable U-Net implementation in PyTorch☆336Updated 5 years ago
- Pixel-wise segmentation on VOC2012 dataset using pytorch.☆386Updated 6 years ago
- U-Net: Convolutional Networks for Biomedical Image Segmentation☆433Updated last year
- Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.☆1,979Updated last year
- Gated-Shape CNN for Semantic Segmentation (ICCV 2019)☆924Updated last year
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆551Updated 2 years ago
- Winning solution for the Kaggle TGS Salt Identification Challenge.☆353Updated 5 years ago
- DeepLabv3+ built in TensorFlow☆838Updated 2 years ago
- Retina blood vessel segmentation with a convolutional neural network☆1,321Updated 2 years ago
- Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation☆285Updated 9 years ago
- Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing☆179Updated 6 years ago
- PyTorch implementation of PSPNet segmentation network☆591Updated 7 years ago
- Keras implementation of Deeplab v3+ with pretrained weights☆1,368Updated 6 months ago
- 3rd place solution ( Carvana Image Masking Challenge )☆218Updated 6 years ago
- A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation☆716Updated 6 years ago
- Generic U-Net Tensorflow implementation for image segmentation☆1,906Updated 5 years ago