Unet With Pretrained Encoder
The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Ternausnet | 1,008 | 2 years ago | 1 | May 28, 2020 | 10 | mit | Python | |||
| UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset | ||||||||||
| Efficientunet Pytorch | 63 | 4 years ago | 6 | November 08, 2020 | 6 | mit | Python | |||
| A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder | ||||||||||
| Lung Segmentation | 52 | 2 years ago | 8 | mit | Jupyter Notebook | |||||
| Lung segmentation for chest X-Ray images | ||||||||||
| Efficientunet | 18 | 3 years ago | 6 | November 17, 2020 | mit | Python | ||||
| Keras Implementation of Unet with EfficientNet as encoder | ||||||||||
| Lungsegmentation | 10 | 6 years ago | Python | |||||||
| This was my research project at IIT Bombay on Lung Segmentation from Chest X-Rays Images | ||||||||||
| Unet Color | 10 | 7 years ago | mit | Python | ||||||
| Deep colorizer based on unet architecture (Encoder decoder with skip connections) | ||||||||||
| An Unsupervised Learning Bidirectional 3d Image Registration | 8 | 3 years ago | 1 | Python | ||||||
| The model contains 1 encoder and 2 decoders for bidirectional (source -> target, target -> source) 3D images registration with skip connections like Unet. | ||||||||||
| Unet With Pretrained Encoder | 8 | 3 years ago | 1 | Jupyter Notebook | ||||||
| The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder. | ||||||||||
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Jupyter Notebook
Dataset
Tensorflow
Keras
Segmentation
Encoder
Semantic Segmentation
Unet
Keras Tensorflow