Medicaldetectiontoolkit
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.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Medicaldetectiontoolkit | 1,249 | 3 months ago | 44 | apache-2.0 | Python | |||||
| 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. | ||||||||||
| Unet Family | 1,029 | 4 years ago | 4 | Python | ||||||
| Paper and implementation of UNet-related model. | ||||||||||
| Medicalzoopytorch | 896 | 2 years ago | 13 | mit | Python | |||||
| A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation | ||||||||||
| Bcdu Net | 435 | 2 years ago | 5 | Python | ||||||
| BCDU-Net : Medical Image Segmentation | ||||||||||
| Unet | 249 | a year ago | 5 | apache-2.0 | Jupyter Notebook | |||||
| U-Net Biomedical Image Segmentation | ||||||||||
| Multiplanarunet | 179 | a year ago | 9 | May 26, 2021 | 3 | mit | Python | |||
| Multi-Planar UNet for autonomous segmentation of 3D medical images | ||||||||||
| Resunetplusplus | 135 | 6 months ago | 13 | Python | ||||||
| Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation) (IEEE ISM) | ||||||||||
| Nasunet | 132 | 3 years ago | 10 | Python | ||||||
| Unet Segmentation In Keras Tensorflow | 129 | 8 months ago | 1 | mit | Jupyter Notebook | |||||
| UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging. | ||||||||||
| Masf | 105 | 3 years ago | 3 | apache-2.0 | Python | |||||
| Domain Generalization via Model-Agnostic Learning of Semantic Features | ||||||||||
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Python
Deep Learning
3d Graphics
Convolutional Neural Networks
Segmentation
2d Graphics
Object Detection
Deep Neural Networks
Semantic Segmentation
Medical
Unet
Medical Imaging
3d Models