Ecosyste.ms: Awesome

https://github.com/qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

computer-vision deeplab-v3-plus deeplabv3 fpn image-processing image-segmentation imagenet models pretrained-models pretrained-weights pspnet pytorch segformer segmentation segmentation-models semantic-segmentation transformers unet unet-pytorch unetplusplus

Last synced: 29 Sep 2024

https://github.com/qubvel/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

densenet efficientnet fpn image-segmentation keras keras-examples keras-models keras-tensorflow linknet mobilenet pre-trained pretrained pspnet resnet resnext segmentation segmentation-models tensorflow tensorflow-keras unet

Last synced: 29 Sep 2024

https://github.com/black0017/medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation

Last synced: 30 Sep 2024

https://github.com/black0017/MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation

Last synced: 03 Aug 2024

https://github.com/zfturbo/segmentation_models_pytorch_3d

Segmentation models for 3D data with different backbones. PyTorch.

3d 3d-models pretrained-models pytorch segmentation segmentation-models unet-segmentation

Last synced: 02 Oct 2024

https://github.com/koriavinash1/digitalhistopath

camelyon camelyon16 camelyon17 deep-learning digestpath digital-pathology histopathology paip segmentation-models uncertainty-quantification whole-slide-imaging

Last synced: 03 Oct 2024

https://github.com/fitushar/WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature

This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

3d 3d-cnn ct-imaging deep-learning densevnet3d feature-aggregation lung-disease multi-label-classification multi-label-loss multi-resolution segmentation-features segmentation-models spie-cad spie-cad-2020 tensorflow2 tfrecords weakly-supervised-classification weakly-supervised-learning weight-binary-crossentrophy weighted-loss

Last synced: 31 Jul 2024