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binary-network-seismic-classificaiton

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

facies-classification-benchmark

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

python-bfscore

Boundary F1 Score - Python Implementation

pytorch-active-boundary-loss

Official repository for Active Boundary Loss for Semantic Segmentation.

pytorch-boundary-loss

Pytorch re-implementation of boundary loss, proposed in "Boundary Loss for Remote Sensing Imagery Semantic Segmentation"

pytorch-boundary-loss-surface

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

pytorch-danet

DANet: Dual Attention Network for Scene Segmentation

pytorch-deconvnet

DeconvNet : Learning Deconvolution Network for Semantic Segmentation

pytorch-inverse-form-loss

InverseForm: A Loss Function for Structured Boundary-Aware Segmentation

pytorch-mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

pytorch-segmentation

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet

pytorch-segmentation-models

Segmentation models with pretrained backbones. PyTorch.

segpy

A Python package for reading and writing SEG Y files.

segyio

Fast Python library for SEGY files.

segyio-notebooks

Notebooks with examples and demos of segyio

seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation

seismic-foundation-model

Seismic Foundation Model (SFM)

seismic-image-segmentation

seismic-imaging-segmentation-cnn

seismicnet

Seismic horizons detecting neural network

semantic-segmentation-with-seismic-images