Artificial Intelligence In Medicine Projects
Several small AI projects, including basic machine learning algorithms, perceptron neural networks, convolutional neural networks, and semantic segmentation.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pytorch Unet | 7,861 | 4 months ago | 80 | gpl-3.0 | Python | |||||
| PyTorch implementation of the U-Net for image semantic segmentation with high quality images | ||||||||||
| Minkowskiengine | 2,297 |  | 1 | 2 months ago | 12 | May 21, 2021 | 174 | other | Python | |
| Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors | ||||||||||
| Pytorch Fcn | 1,628 |  | 1 | 1 | a year ago | 21 | October 06, 2021 | 20 | mit | Python |
| PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.) | ||||||||||
| 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. | ||||||||||
| Tools To Design Or Visualize Architecture Of Neural Network | 1,017 | 3 years ago | 4 | |||||||
| Tools to Design or Visualize Architecture of Neural Network | ||||||||||
| Gscnn | 885 | 6 months ago | 56 | other | Python | |||||
| Gated-Shape CNN for Semantic Segmentation (ICCV 2019) | ||||||||||
| Pixellib | 828 |  | 1 | 2 years ago | 22 | October 11, 2021 | 71 | mit | Python | |
| Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/ | ||||||||||
| Deeplab_v3 | 797 | 2 years ago | 13 | mit | Jupyter Notebook | |||||
| Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN | ||||||||||
| Entity | 596 | 5 months ago | 28 | other | Jupyter Notebook | |||||
| EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation | ||||||||||
| Bcdu Net | 435 | 2 years ago | 5 | Python | ||||||
| BCDU-Net : Medical Image Segmentation | ||||||||||
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Jupyter Notebook
Convolutional Neural Networks
Semantic Segmentation
Keras Tensorflow
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